Machine learning algorithms for small data sets jobs

...Geofencing and Data Visualization Specialist. The ideal candidate will possess expertise in geofencing technology, data integration, visualization tools, and cloud platform automation. Responsibilities: 1. Geofenced Mapping: Utilize bulk Google Sheets data to create geofenced mapping solutions. Implement geofencing techniques to accurately map addresses and locations and precise boundary definitions for target areas. Includes visual enhancements for clustering data and map filtering. 2. Data Integration: Integrate web scraped data into geospatial existing datasets. Ensure seamless integration and compatibility with mapping and visualization tools. Enhancing our overall data analytics capabilities. a. Integrate the processed...

...need of a savvy Social Media Manager, specifically for Instagram. This individual should have proficiency in creating fun and engaging content aimed at increasing sales conversions. The content should lean towards product promotion, but also mix in behind-the-scenes and user-generated content to maintain diverse and fresh posts. Key Responsibilities: - Creating and scheduling Instagram posts - Strategic content planning aimed at improving both reach and sales - Engaging with our followers to build a strong online community Ideal Candidate: - Experience with Instagram content creation - Proven track record in online sales conversion - Ability to engage and interact with followers - Understanding of Instagram algorithms and trending hashtags for optimized post visi...

I'm looking for an Intermediate ReactJS/React Native developer with some experience in Directus to work on both web and mobile applications. We have our concept built out and will need strong developers to bring it to reality. Our demo, currently developed in Appsmith, is a speech to medical chart note program that integrates large language models to perform the heavy lifting of transforming speech to text, and then taking the text and generating a medical SOAP note that will lessen the burden of medical professionals. Budget allows 10-40 hours per week depending on experience, performance, and budget. Please provide your best offer in your bid as we will be speaking with many candidates and selecting up to three to work on a team. Key Responsibilities: - Developing new user...

I'm in need of a skilled AI developer to create a system that can assist influencers in filtering out spam and abusive comments on various social m...with Facebook, Instagram, Twitter, and YouTube APIs is necessary. - Develop the AI with the functionalities of Natural Language Processing, Sentiment Analysis, and Machine Learning to effectively filter out spam and abusive comments. - The AI should automatically delete these flagged comments, moving them to a separate folder for review by the influencer if they choose to do so. Your role would be to ensure the AI is efficient and reliable in filtering out these comments, reducing the manual work required by the influencers. This includes maintaining the AI's performance as social media platforms continue to ev...

We are seeking a skilled Python language tutor to provide online tutoring sessions for a group of three individuals consisting of two students and their teacher. The course will cover beginner to intermediate level Python programming concepts over four sessions, spread across 15 days. Each session should be a minimum of two hours and no longer than three hours. Responsibilities: - Develop a comprehensive curriculum covering fundamental Python programming concepts. - Conduct engaging and interactive online tutoring sessions for the group. - Provide clear explanations and examples to facilitate understanding. - Offer assistance with coding exercises and assignments. Requirements: - Proficiency in Python programming language. - Previous experience in tutoring or teaching Pytho...

As an AI Engineer, I'm looking for a specialist to develop an AI system that is proficient in machine learning and computer vision. In particular, I need the system to excel in image recognition and data analysis. Ideal Skills: - Proficiency in machine learning and computer vision - Extensive experience with image recognition and data analysis - Skilled in Python, TensorFlow, and PyTorch The AI Engineer must also have a solid understanding of the Python programming language, as well as experience working with TensorFlow and PyTorch frameworks. The ideal candidate will be able to demonstrate a strong track record in developing and implementing AI systems that can successfully perform image recognition and data analysis tasks.

I'm seeking a talented sculptor to create a small figure holding a poppy as a memorial tribute. - Purpose: The figure is intended to serve as a touching and meaningful tribute in remembrance of a loved one. - Material: I'm open to suggestions when it comes to the material for the figure. Your expertise in materials that are suited for this type of project will be highly valued. - Size: The figure should be small, less than 10 inches. This size is ideal for the intended use of the piece. The ideal candidate will have: - Experience in creating small, intricate sculptures. - A portfolio that showcases previous work in a similar style. - An understanding of the sensitivity and significance of memorial art. I believe this project will ...

My website has over 100000 pages and I am looking for an expert to ensure that all pages are indexed in Google search. While I've done some work on the SEO, it's not comprehensive enough. What I need the most is assistance with page indexing as well as a general look over to see if there's anything else that could be improved upon. Right now 5 lac pages are indexed, 2.5lacs are crawled not indexed and remaining has to be submitted for crawling. Key requirements: - Experience with SEO and particularly page indexing. - Ability to do a general audit of the website and suggest any other improvements. - Good understanding of Google search algorithms.

...Trainer to conduct in-person seminars for my team. Key Requirements: - Expertise in Lean Methodology: As an advanced professional, I am looking for someone with a deep understanding and extensive experience in Lean Methodology. The ideal candidate should be able to teach advanced concepts and techniques effectively. - Cost Reduction Focus: The primary goal of this training is to help my team understand how to apply Lean principles effectively to reduce costs. The trainer should be able to provide practical examples and case studies to demonstrate the impact of Lean on cost reduction. - In-Person Seminars: I prefer the training sessions to be conducted in-person. The trainer should be able to engage the audience effectively and create an interactive learning envir...

I'm looking for a proficient data scientist or machine learning expert to support me with a predictive analysis project. Key Project Details: - Objective: The primary goal of this project is to conduct a comprehensive predictive analysis. - Data Type: The data used will be categorical, and I need the freelancer to have expertise in handling and analyzing this type of data for predictive purposes. - Application: The results of this analysis are intended to inform important business decisions. Ideal Skills and Experience: - Profound expertise in machine learning algorithms, particularly in the context of predictive analysis. - Strong background in handling and analyzing categorical data. - Proven exp...

I have a text file as the language file for my Spanish learning game, which targets beginner level learners. I'm looking for a skilled professional to help me improve it. The main task will be to expand the vocabulary list. Key Requirements: - Expand the existing vocabulary list in the text file - Ensure the new vocabulary is suitable for beginners Additional Information: - The quality of the vocabulary is crucial as it forms the backbone of the game - The aim is to help the users gradually improve their Spanish skills from scratch. Therefore, the vocabulary needs to be tailored to the beginner level - Experience in language file creation or game development would be an advantage, especially if you've worked with educational games Please bid only if...

I'm in need of an expert artificial intelligence and machine learning researcher to deliver an in-depth, insightful paper on stock price prediction. Key details include: - Focus Area: The paper should major on the application of Natural Language Processing (NLP), Computer Vision, and Reinforcement Learning in stock price prediction. Your specialty in these areas is of utmost importance. - Time Frame: Particular attention should be concentrated on short-term predictions, within a span of 1 week to 3 months. - Methodology: You'll apply Time-series analysis for the predictions. Your familiarity with this methodology will be a great advantage. I desire a paper characterized by depth, clarity, and originality. Reasons, facts, and data to substantia...

The problems: 1. example: when i choose a category in the website, it should show 4 courses. And its only showing 1 per category...only showing 1 per category. 2. when i choose to see all courses, it mix all courses from all languages. It should only show all courses from the choosen language ------- Description I need help with my wordpress page, I use two learning plugins: Eduma(theme) and LearnPress, and since i updated both plugins now it doesn´t show all the courses it only shows one per category. Not only that but we also use three languages: portuguese, english and arabic, the all courses page is the same in all languages, for example: in the english version it shows portuguese and arabic courses.

I am in need of an experienced app developer to create an Android educational app with user accounts. - The app's primary function is educational, so you should have a good understanding of how to make learning content engaging and interactive on a mobile platform. - User accounts are a key part of this project, as I want users to have personalized experiences and be able to track their progress. You should be able to design and implement a user account system with profiles and login functionalities. - Experience with Android app development is essential. You should be comfortable with Java and/or Kotlin, as well as the Android SDK. A good understanding of Material Design principles will be a big plus. Please provide examples of previous apps you've developed, especiall...

I'm in need of professional and formal voice overs for a variety of projects including commercials, narrations, e-learning courses, audiobooks, and more. The ideal candidate should: - Have a professional and formal tone in their voice - Have experience in voice over work in various mediums - Be able to deliver high-quality recordings - Be able to take direction well and deliver in a timely manner Please send samples of your previous work.

I need a comprehensive predictive modeling using regression models specifically tailored for industry-specific data. Key Requirements: -Expertise in industry-specific data handling and analysis -Precision in building and executing regression models -Sound understanding of predictive modeling techniques The ideal freelancer should have a solid portfolio in statistical modeling, particularly in regression and predictive analyses involving industry-specific data sets. Specifically they should should have an in depth knowledge of Generalised Linear Models used in evaluating risk in the Motor Insurance Industry

I'm in need of a skilled SEO expert to further optimize my website for the global market. Currently, my site enjoys a high ranking, but to maintain and improve this position, I require a comprehensive range of SEO services including: - On-page optimization - Off-page optimization - Keyword research The ideal candidate for this project is someone with a proven track record in global SEO strategies. You should be able to deliver detailed analyses, implement best practice techniques and stay up-to-date with the latest SEO trends and algorithms. Your work will be instrumental in ensuring my website maintains and enhances its current high ranking.

I am interested in becoming proficient in navigating the platform for procurement purposes. As a result, I am seeking an Online Training Procurement Specialist who can provide personalized training sessions. Specifically, I would like to learn how to: Efficiently use for contract opportunities. how to search active contract able to bid Access contract data and reports. Understand how submit winning proposal how to fill up 1420 form Navigate the federal hierarchy and assistance listings. If you or your individual able to offer training services related to , I would greatly appreciate the opportunity to learn from your expertise. Please let me know if you can recommend someone or you available to offer me training..

...of a specialist for on-premise configuration of a small-scale data center. It's vital you have thorough experience in setting up servers, storage devices, and network devices due to the technical nature of this project. Ideal Skills: • Proven expertise in data center design and configuration • Solid knowledge of servers, storage devices, and network devices • In-depth understanding of small-scale, on-premise data centers Freelancer job description, data center configuration Given: • 10ft container - 2 racks , Each rack can be height 42U. And app 1100 mm deep • 20ft container – 4 racks, Each rack can be height 42U. And app 1100 mm deep We'd recommend a gigabit connection (can be shared betw...

Developer to help in small android task, developer must have knowledge about android app and bug fixing Requirements are- Experience in android app

I'm looking to hire an SEO expert for my jewelry brand with the aim of increasing website traffic, improving search engine rankings, and ultimately boosting online sales. Key Requirements: - Comprehensive SEO Strategy Creation: I need you to develop and execute a solid SEO plan to help meet my goals. - Website Optimization: My website has not been optimized for search engines in the past, so a thorough review and subsequent optimization is needed. - Google Focus: I would like the majority of our SEO efforts to be concentrated on Google. Skills and Experience: - Proven Track Record: Please provide evidence of past projects where you have successfully increased website traffic and online sales. - Deep Understanding of SEO: You should have a strong grasp of SEO principle...

I'm in need of a skilled data analyst experienced in machine learning methodologies for a medium-sized project. The task will include: - Working with a dataset comprising both numerical and categorical data - Applying data analysis methodologies to draw insightful conclusions I have a code for 3 classifiers , but the valuse for classification report is the same i want you to solve my problem

I'm looking for a skilled freelancer to create a series of engaging, informal, and light-hearted life hack videos for my staff. Here's exactly what I need: 1. Topics: - Building a budget - Time management - Stress management Each of these topics are important and should be covered in self-contained videos. 2. Duration: Each video should be 6-8 minutes long. I need you to pack in as much value as you can within this time. 3. Style: I want these videos to be informal and light-hearted. My staff should find the content entertaining and fun to watch, enhancing their learning experience. Skills and Experience Required: - Video production - Engaging storytelling - Background in personal development or lifestyle content production is a plus...

I'm in the process of completing a college project that focuses on AI and Machine Learning. The AI/ML algorithms are in place but I'm in need of an IoT expert to help establish a robust Arduino-based connectivity solution. Key project requirements: - Completion of IoT connectivity: I need someone who can work with Arduino and establish a reliable IoT connectivity system. - Troubleshooting existing code: The project is partially done, and there might be some debugging required. - Documentation: I'm also looking for someone who can provide clear documentation of the implemented IoT solution. Ideal skills and experience: - Strong Arduino and IoT background: An expert in IoT systems and Arduino programming. - Familiarity with AI/ML: While not strict...

i have to creat a heart risk prediction system using machine learning. my syste is used y hosptal. admin , doctor and patient are my will train the modal, predict the risk. patient will see all the results after they user must have 9 menu.

I am in search of an experienced developer to build a web application integrated advanced machine learning capabilities. This project includes: - Developing a comprehensive user registration system. - Implementing a resilient live chat feature. - Incorporating advanced machine learning algorithms. The machine learning aspects should include, but are not limited to: - A recommendation system, tailoring user experience based on past interactions or preferences. - Data analysis and prediction capabilities to provide useful insights and future predictions. The ideal freelancer will have: - Prior experience in web application development. - Proficient understanding of machine learning algorithms. - Familiarity ...

...seeking a talented developer to create a custom shell script for my Linux system. Key Requirements: - Proficiency in shell scripting and Linux systems is a must. - Experience in software development to ensure that the script is stable and reliable. - Understanding of software requirements and good analytical skills to ensure the script meets my needs. Implement the software using shell scripts The first thing that will appear to the user is the software name in the middle and uder it is a short description of what the software is Then the user will have the choice of either login or create an account. If the user chooses to create an account they will be asked to enter their name (first and last) and their email (check for valid email entry) and set a password o...

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that...

I'm in need of a seasoned Data Science Trainer who can cover extensive topics, with a strong grounding in machine learning along with data visualization and statistical analysis. With a target audience of professionals, I seek bespoke, advanced level training. Hours of commitment are flexible, so ideally you would be able to accommodate varying schedules. Skills and experience necessary for this project: - Expertise in machine learning concepts and applications - Proficiency in data visualization techniques - Well-versed in statistical analysis - Experienced in teaching professionals - Open availability Note - 8+ years of experience required as a data scientist Take only Only weekend Classes for Work Profe...

I'm looking for an experienced Instagram manager who can create and post engaging photos, videos, and story updates for my account. I aim to increase brand awareness, drive traffic to my website, and generate leads. Ideal Skills: - Extensive knowledge of Instagram's algorithms and trends - Proven experience in creating photos, videos and story updates - Expertise in using Instagram to boost brand awareness, website traffic and leads generation - social media strategy - design, schedule & post content - community engagement - ambassador team management - reposting of members content - restaurant & influencer outreach Please share examples of Instagram accounts you have previously managed.

I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed a...

I'm in need of a skilled python developer who can craft a bot that generates proposal outlines based on a set of keywords I provide. Key Requirements: - The bot should...generates proposal outlines based on a set of keywords I provide. Key Requirements: - The bot should be able to analyze a set of keywords I provide and generate a preliminary proposal outline accordingly. - This outline should be based on basic templates with placeholders that will later be edited by me to fit the specific project. The ideal candidate for this project should have: - Proven experience in developing AI, NLP, and machine learning algorithms. - Strong Python skills, particularly in the area of developing bots. - Excellent communication skills and the ability to understand ...

I am looking for a skilled animator to create a Rive Animator for me. Key Features: I am seeking a skilled Rive Animator to create 3D designer to create an avatar based on a specific design of a Saudi gentleman wearing traditional attire. State Machine experience will be important. This avatar will integrate with our AI voice agent and will require precise lip-sync functionalities to enhance user interaction. I will provide the avatar, it needs to recreated in Rive. Compatibility: - The primary platform for this project is web browsers. Therefore, I need the animator to ensure that the animations are optimized and run smoothly on all major web browsers. Project Goal: - Recreate a cartoonish 3D avatar based on provided specifications. - Ensure the avatar'...

I'm looking to create a radio-based educational project aimed at an adult audience. The primary means of conveying the educational information will be through written guides. Ideal Candidate: - Proficiency in radio broadcasting and production. - Experience in educational content creation. - Understanding of adult learning and effective communication. The project entails creating engaging and informative radio content that is tailored to an adult audience. The content will primarily consist of well-crafted written guides, designed to educate and inform. It is crucial that the content is clear, concise and delivered in an engaging manner to ensure the message is effectively communicated.

I'm looking to create a radio-based educational project aimed at an adult audience. The primary means of conveying the educational information will be through written guides. Ideal Candidate: - Proficiency in radio broadcasting and production. - Experience in educational content creation. - Understanding of adult learning and effective communication. The project entails creating engaging and informative radio content that is tailored to an adult audience. The content will primarily consist of well-crafted written guides, designed to educate and inform. It is crucial that the content is clear, concise and delivered in an engaging manner to ensure the message is effectively communicated.

...extensive experience in encryption algorithms, particularly AES (Advanced Encryption Standard). Key Requirements: - The primary objective of this project is to create an Eclipse program that ensures secure communication. This involves the design and implementation of the AES encryption algorithm. - Your understanding of data protection and encryption will be crucial for this project. The program should be able to encrypt data effectively, ensuring the utmost confidentiality and integrity of the information. Skills & Experience Needed: - Proficiency in Java programming is essential, as the software is to be developed in this language. - Prior experience with encryption algorithms is highly advantageous, particularly with AES. - A strong unders...

I need an experienced instructional designer to create online courses for my employees. The courses should mainly use multimedia content such as videos, audio and images. You'll be working directly with me to develop, plan and host the course content, aiming to improve and adapt the program based on user feedback. Key Requirements: - Proven expertise in designing multimedia e-learning modules - Knowledge in corporate training to ensure materials cater to professionals - Excellent skills in storyboarding and script writing for audio and video content - Versatility in creating interactive and engaging course content - Proficiency in using e-learning authoring tools This project offers a wonderful opportunity to showcase creativity and instructional design s...

I ...Designer who can adeptly develop e-learning courses targeted at adult professionals. The courses will cover topics of intermediate complexity. The ideal candidate for this project should have: - Astrong background in instructional design, particularly e-learning courses - Prior experience creating interactive courses for adult learners - Capability to transform intermediate-level topics into engaging, virtual learning content - Proficiency in various e-learning platforms and tools Your role will include understanding the learning objectives, designing learning activities, and integrating interactive elements to ensure successful knowledge transfer. I look forward to receiving bids from passionate instructional designers who c...

Looking for an efficient, detail-oriented freelancer to recreate an existing one-page design on an Excel sheet, intended solely for data entry. You must be swift but precise, ensuring all data entered is accurate and comprehensive. I will provide the design for recreating, so your task will be purely focused on data entry. Skills & Experience: - Proficiency in Excel - High attention to detail - Speed in data entry without jeopardizing quality - Familiarity with handling and organizing large data sets.

...looking for skilled SEO specialists to help recover my blog's lost traffic due to Google updates. My site suffered because of low-quality backlinks and was hit hard by Google Spam Core updates. Consequently, my traffic dipped noticeably - 60% precisely. Tasks: 1. Assess & eradicate Low-quality backlinks: With well over 500 backlinks to my site, it is paramount to sift out those of low quality. 2. Enhance all components of SEO: I wish to focus on improving On-site content, Blog posts, and Technical SEO. 3. Boost rankings: The overall goal is to gain back, and even exceed our previous Google Ranks. Ideal Candidate: Should have a proven track record of cleaning up bad backlinks, adept at creating SEO-driven content, and boosting ranks after Google updates. Knowledge of Go...

I want to convert an open source .exe software to APK for Android. The primary goal is to make a Morse code decoder that will effectively and accurately decode Morse code to text, and offer audio playback. Key features must include: 1. Morse Code to Text Translation: It should flawlessly translate Morse code into legible text. 2. Audio Playback: An integrated audio playback feature that allows users to listen to the decoded Morse code. 3. Replay Button: A Replay button for replaying the decoded Morse code audio. Ideal freelancers for this job should be skilled in .exe to APK conversions, Morse code decoding algorithms, and audio playback feature integration. Prior experience in developing Morse code-related apps will be a considerable advantage.

I am new to Power Automate. I have already built several relatively complex Flows, but I am facing a few issues related to dynamic UI elements and how to stop a loop. I am looking for someone with a strong grasp of Power Automate to help me solve these issues. 1. How to stop a loop based on a Python GUI counter. 2. How to pick a link in a table based on the right column (in Salesforce). 3. How to click a download link that always has a different CSS identifier. 4. ...might be an additional question that arises. Note that autodesk is not allowed on my work computer but I can provide very detailed information with screenshot from Power Automate to help you understand the issues.

I need a seasoned GNN specialist, highly skilled in machine learning and data analysis. The project requires support as domain expertise, rather than specific application to finance, healthcare or marketing. Key Responsibilities: - Act as a domain expert - Guide through broader concepts of GNN Ideal skills and experience: - Proficient in Machine Learning - Strong Data Analysis abilities - Deep understanding of Graph Neural Networks - Prior experience acting as a domain expert within GNN projects would be a bonus.

Hi, I have recently started vapour blasting for people that collect and restore motorcycles. I need a logo made so that I can get some business cards printed. I don't need anything fancy, I just need it in a format that I can scale it in the future without losing resolution just in case I want to make any a5 posters etc. The business is called "Burger Blast" I want an animated burger with a face holding a vapour blasting nozzle. I can provide examples of what I need. I also need it to be completely original. You can see in the files I have uploaded what I mean by vapour blasting gun/nozzle

I’m seeking an experienced designer to adjust reception area in our office. Ideal Skills and Experience: - Proven track record in modern interior design, especially in small spaces - Experience designing reception areas - Ability to optimize limited spaces for functionality and appeal. - Ability to adjust the existing design with minimum spent

I'm looking for a skilled app developer who can create an educational app for both iOS and Android. This is my primary goal for this project. Key Features: - The app should be fully functional without the need for user accounts. - The educational content should be engaging and interactive, ideally with some progress tracking features. Ideal Skills and Experience: - Experience in developing educational apps - Proficiency in both iOS and Android app development - Ability to create interactive and engaging content - Understanding of best practices for UX/UI in educational apps Your understanding of the learning process will be crucial in making this app a success. I'm open to suggestions on how to best implement such a project for...

Hi Parham B., I have another shop drawing that needs to be completed. I am still waiting for the other to be confirmed on our machine. But I will need this one completed to be signed off this week.

...similar to Zkasino, Rollbit, Stake. If you are passionate about crypto, tech, and development, and want to build something that tens of thousands of people will use, then this opportunity is perfect for you! A fork of existing games is acceptable. The games will need to have a referral (affiliate) system in place for users to refer others and earn rewards from it. Games should accept funds from the top chains (ETH, BNB, BASE, MATIC, etc). Users will have their own wallet on the game which they will use the funds in to play the games. Scope will include frontend, backend and smart contracts required for a fully functioning game. Requirements: - Understanding of the crypto industry and how users operate. - Highly organized, professional, and punctual. - Excellen...

I'm looking for a skilled web developer to create an International Freelancer Certification (IFC) website. Key Features Needed: - User Registration and Login: The site must allow users to create accounts and log in securely. - Online Courses and Assessments: The main functionality of the site will be offering online courses and assessments for users. - Certification Tracking and Verification: The site should track users' progress and issue certifications upon successful completion. The ideal candidate for this project should have: - Proven experience in web development, particularly in creating e-learning platforms. - Strong understanding of user authentication and authorization. - Familiarity with certification tracking systems and integration.

I'm looking for an expert to help me set up a Human-Machine Interface (HMI) to control AC motors on a test bed. Specifically, the motors to be controlled are AC, and the primary goal of the HMI will be to adjust the motor parameters. Key Requirements: - Proficiency in setting up HMIs for industrial control systems - Experience with AC motor control - Knowledge of KEB F5 drive control is highly beneficial Communication Protocol: As I have no specific preference for the communication protocol, I am open to suggestions based on your expertise and experience in this field. Please provide details of your relevant experience and how you plan to approach this project in your proposal.