Permutation and combination in python program jobs

...Excel and Excel VBA coding to professional standards • Good conversational Technical English • Touch typing (we do live meeting notes) • Python OO coding experience would be good Your Technical Knowledge and experience • VBA sufficient so that you can develop (or source and enhance) • Create a professional app/plugin • Create coding standards including trialling GITHUB integration • Laying out elegant formatting of the sheet • JSON data access library (including CRUD, parse/stream, search etc etc) • “Areas” library to create formated spaces within Excel Sheets (formating, inserting buttons, Create/Delete/InsertRows, elegant location naming systems) • Execute/Recalc tools (e.g. when the sheet is n...

...how it is entered manually and a picture of the paper from which it is typed. OCR should be done automatically. We can take pictures with a mobile phone in a few seconds so that everything is finished. The application is in spring boot and angular. The database is mysql. Functionality for Taking Photos Using HTML5 and JavaScript, you can use an input element with the type file and the attribute accept="image/*" to allow users to take pictures of documents directly from the browser on a mobile device. Uploading the Image to the Server When a user takes a picture and clicks the save button, the image is sent to the backend server via an HTTP POST request. The backend server can use a framework Spring Boot (for Java) to process t...

...system should be a combination of microcontrollers and computer vision technology, specifically using Arduino boards and Raspberry Pi. Key Requirements: - Real-time Movement Tracking: The primary functionality of the system is to track human movement accurately and in real-time. This involves capturing and processing data on various physical activities. - Minimalistic and Functional Design: I envision a setup that is small, lightweight and unobtrusive. Skills and Experience Needed: - Proficiency with Arduino boards and Raspberry Pi is a must. - Experience with computer vision, machine learning and human movement tracking is highly desirable. - Understanding of fitness or sports technology would be...

...be developed in Python, Java, or C#, and I'd like to set it up as a learning platform, mobile application, or an educational website. I'm open to suggestions on this. The main goal of the platform is to create a user-friendly and interactive environment that fosters learning and engagement. In terms of specific features, I'm looking for functionalities like user registration and login, content management system, as well as interactive quizzes and assessments. The ideal candidate for this project would have: - Proficiency in Python, Java, or C# - Knowledge of setting up learning platforms, mobile applications, or educational websites - Experience with user registration, content management, and ...

...for this project would be historical stock prices. I'm looking for a freelancer who could implement this in Python. Requirements: - Develop an algorithm to predict profitable investments based on historical stock prices - Ensure the tool is easy to use, with clear and concise output - Implement a user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience in creating similar tools will be highly valued - Good communication skills to understand and m...

I'm in urgent need of an urban planner to assist me with a project related to the program 'Building Cities'. I need now help in the first part which is CITY FOUNDING i dont seem to relate between the CITY PLANINGm the CITY FOUNDING which is building the city hall and the Geography regions like the attached WOODLAND It should be simple.... check it out ... its urgent for today

I am seeking an experienced Python developer to improve the functionality of a current script by adding new features, specifically automated tasks. The upgrades will involve: - Analysing and understanding the existing Python script. - Enhancing the script by adding automated task features to streamline operations. - Testing the script to ensure it performs as required with the new features. Ideal applicants will have: - Proficiency in Python, with a focus on script optimization. - Experience integrating automation functionalities into Python scripts. - A keen eye for detail and error detection. - A proven track record improving and maintaining Python script performance. I am looking forward to working with someone who can...

We are seeking a skilled AI and Machine Learning Engineer and Software Developer to develop and train machine learning models for chatbot functionalities, integrate AI components, and implement NLP techniques. Additionally, I'm looking for a talented Software Developer proficient in Python, Java, JavaScript, and C#, who has experience in chatbot development, both Front-End and Back-End Development, and API Integration. Ideal Skills: - Proficiency in Python, Java, JavaScript, and C# - Experience in Front-End and Back-End Development - Familiarity with Dialogflow and Microsoft Bot Framework - Strong knowledge in AI, Machine Learning, and NLP - Previous ex...

Data Entry Project - I am looki...freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This is a one-time project...

We are seeking a Flask (Python) developer to set up a dashboard for our project using the following template: Please provide a quote for this job and an estimated timeline for completion. Objectives: We need a small application to facilitate user onboarding for our messaging bot. The dashboard will manage new user onboarding and offer basic administrative features. Dashboard Pages: • /signup • /signin • /forgot-password • /reset-password o Authentication logic with two roles: user and admin o Forget / Reset password logic required • /home o Accessible to logged-in users only o Displays bot updates and useful links o Updates data retrieved from the database • /profile o Accessible to logged-in users only o Conta...

...skilled Senior Python Developer to assist with a project that involves a blend of web scraping and data analysis, with a focus on the following tasks: - Extracting data from multiple websites - Automating data extraction and parsing - Analyzing and visualizing scraped data The ideal candidate should have: - Proficiency in Python, with a strong understanding of AI and Machine Learning - Hands-on experience with web scraping, particularly working with diverse data sources - Ability to automate data extraction and processing efficiently - Adept at data analysis, with the ability to visualize and interpret data Although I haven't specified any particular tools or libraries, your familiarity with tools like BeautifulSoup, ...

In this project, I'm searching for an experienced Python Developer who exhibits strong proficiency in web scraping, artificial intelligence, and machine learning. Key Responsibilities: - Utilize your expertise in Python, specifically focusing on AI-related tasks. - Web scraping will also be a significant part of the project, though details on the targeted data type are yet to be defined. Ideal Skillset: - Extensive experience with Python - High proficiency with AI and machine learning algorithms - Proven record of successful web scraping projects Please include samples of relevant Python, AI, or web scraping projects you've completed as part of your bid. I look forward to collaborating on this project.

I require a detailed, word-for-word transcription of an educational lecture that is spoken in a combination of English and Marathi. The total audio length is between 1-3 hours. Bird's-eye view transcriptions won't be sufficient; I need a literal translation that captures the exact intent and context of the lecture. Ideal Candidate: - Native English proficiency - Proficient in Marathi - Prior experience in educational transcription - Strong attention to detail. Responsibilities: - Transcribe audio verbatim - Review transcription for errors - Deliver the text in a time-bound manner.

I'm seeking a book cover designer who can create a detailed, realistic book cover that features a combination of character illustrations, landscapes and scenery, and symbolic imagery. The design should encompass vibrant and dark, moody colors, in order to create a striking visual impact. The ideal candidate should have a strong portfolio in book cover design, and be able to create realistic, detailed illustrations. The successful freelancer will need to be adept in using vivid, vibrant color palettes and have experience in working with dark and moody color schemes. Artistic creativity and an understanding of visual storytelling are a must. Your design should be able to convey the essence of the book a...

I am in need of a UVM Python expert to assist with my project. Key tasks will involve: - Scripting to build UVM components from templates - Automation using Python, requiring a candidate with strong programming and automation skills. The ideal freelancer for this project will have expert-level experience with UVM Python, particularly in designing a verification environment. Demonstrated proficiency in creating sequences and sequence items, as well as implementing coverage and assertions, will also be highly favorable. I am looking for a freelancer who can efficiently troubleshoot, debug and optimize code for performance improvements. Understanding my project requirements, applying your expertise to solve the tasks at h...

...professional to provide 2600 Flash in a widely accepted cryptocurrency like BTC, ETH, or USDT for a Private Placement Program. This coin is only required to sit in a wallet for 30 - 60 days. It will not be cashed, traded, or exchanged. Key Responsibilities: - Providing 2600 Flash in a widely accepted cryptocurrency - Transferring the coins into a secure wallet and ensuring they remain untouched for 30 - 60 days Ideal Skills and Experience: - Familiarity with cryptocurrency trading - Experience in Private Placement Programs and related procedures - Trustworthiness and reliability - Strong understanding of digital wallets and their security protocols This is a straightforward task that requires someone who can deliv...

I am in need of a dedicated software engineer who is proficient in Odoo and Python to help me build a robust CRM system. The project calls for a quick turnaround - I need it to be completed ASAP. Key Features: - Sales Pipeline Management: The system should help me track my sales process from lead generation to conversion. - Customer Interaction Tracking: I want to record all interactions with my customers, including emails, calls, and meetings. - Integrated Email Marketing: The CRM should have seamless integration with my email marketing tools so I can easily communicate with my customers. - Scheduling: I need the system to have scheduling capabilities to help me manage my time effectively. Primary Goals: - Improve Customer Satisfaction: The CRM should ...

I need a Python script that will help automate various tasks. Key tasks for this automation include: - File Management: the script should enable the organized handling of Word documents and Excel spreadsheets. - Data Entry: automation for data entry tasks. - Email Sending: automation for sending emails. The ideal candidate for this job should have: - Strong experience with Python scripting and automation. - Understanding of file management concepts and libraries in Python. - Ability to implement automated data entry and email sending functionalities. Looking forward to finding a professional who can deliver efficient, clean code for this project.

I am looking for experienced mobile app developers to create a unique app...robust e-commerce capabilities. While I have no specific preference for a coding language, your skill in Python, JavaScript, or PHP should be commendable. Key Requirements: - Versatile in coding, with proficiency in Python, JavaScript or PHP - Prior experience in developing mobile applications - Extensive knowledge in integrating E-commerce functionalities The main objective of this project is to bring forth a user-friendly and efficient mobile application. Your role would be pivotal in achieving this, and ample experience in this field would be preferred. Please submit your bid with an outline of your proposed plan and relevant...

...support me in documenting the methodology and results/conclusions of my Python code in deep learning, focusing on Natural Language Processing. Ideal Skills and Experience: - Proficiency in deep learning and specifically in Natural Language Processing - Strong technical writing skills, with a background in documenting methodologies and results in the field - Ability to understand and interpret Python code in the context of NLP - Experience in conducting evaluations and drawing conclusions from NLP projects The main objective of the Python code is not specified, but the writer will need to make sure the documentation is comprehensive and covers the methodology us...

I'm seeking a talented developer with a solid understanding of Excel VBA and Python to develop a system that generates and runs Python code via a manual button within Excel. The Python code generated should have the capability to work with financial data specifically. Linguistic proficiency in Excel VBA and Python is required; knowledge in XLwings or a similar tool would be a significant advantage.

I'm seeking a knowledgeable expert to create an algorithmic trading strategy for stocks. The algorithm should be designed and optimized specifically for day trading. Ideal skills and experience needed: - Extensive knowledge and experience in designing algorithmic trading strategies - In-depth understanding of the stock market dynamics - Prior work experience with moderate-risk trading strategies - Strong problem-solving skills and ability to think algorithmically - Proficiency in a programming language typically used for designing trading algorithms, such as Python, C#.

I'm looking for a Python developer to help me set up a VONAGE API to send SMS messages. Key Project Details: - The main functionality I need is to set up the ability to send SMS messages. - The application should be efficient, reliable, and easy to use. - I'm not yet sure if I need two-way communication or if the application will need to support sending messages to multiple countries. Skills and Experience: - Strong experience working with VONAGE API is a must. - Proficiency in Python, with a focus on SMS messaging. - Ability to create a reliable and user-friendly application. - Familiarity with creating two-way communication systems and international messaging support would be an advantage. If you're a Python deve...

...with a well-rounded set of skills and experience in various programming languages and frameworks. Key Responsibilities: - Proficiency in Front-end development using React, Back-end development using Django, Mobile app development using Angular or React Native. - Able to code in JavaScript, Python, and Java. The project will involve a blend of tasks that encompass different languages and frameworks, so an understanding of each is crucial. Ideal Skills and Experience: - Extensive experience in Front-end, Back-end, and Mobile app development. - Proficiency in JavaScript, Python, and Java. - Familiarity and expertise in working with React, Angular, Django. - Strong problem-so...

I am in need of a service program that can effectively manage multiple accounts across various music streaming platforms. Here's a detailed overview of the project requirements: - Focused Platforms: The program should primarily target Spotify, Apple Music, Amazon Music, and Tidal you tube - Key Tasks: The program should be able to increase followers and streams, manage playlists, and track analytics on the said platforms. - Multiple Account Management: It's critical for the program to efficiently switch between different accounts on these platforms. - Automation: I'm looking for automation in scheduling posts and activities to ensure consistent engagement and growth. - Analytics Integration: The se...

Looking for a Full Stack Developer >6 years of experience in agile development of scalable SaaS apps in the cybersecurity area: Improve our app (URL Risk assessment) Improve our app (Domain Typosquatting) Improve our project (Darknet Monitoring) Create an app "hackerview" for passive attack surfave enumeration Create an app for detecting spoofed social media profiles Create an app to scrape ransomware threat actor website and maitain stats about those sites Improve an existing app to monitor paste sites Mininmal Tech Experience: MERN, REST API (JWT), Django, Python, Github, CI/CD, Celery, Redis, Linux, Postgress, Kubernetes, Docker, Nginx, JS, HTML5, Protocols (DNS, SMTP, SSL, HTTP..).Detailed app specifications will be shared at a later stage....

I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugg...

I'm in need of a logo that can be effectively used for brand recognition, project a professional image, and support my marketing and advertising efforts. Key Requirements: - The design should be bold and vibrant, not too intricate but should make a striking impression. - I'm looking for a combination of text and icon in the logo, they should complement each other seamlessly. Ideal Freelancer: - Experience in creating corporate logos that are visually striking and effectively communicate brand message. - Proficiency in designing with a bold and vibrant style. - Ability to seamlessly blend text and icon in the design. Company name is "Versalife Advisors LLC" Inspired by the Deu...

...frontend to be developed using JavaScript, Python, and HTML/CSS. The design should be a blend of modern and minimalistic along with colorful and vibrant elements. - The UX/UI should be intuitive, professional, and engaging for users. - Backend Development: - The backend should feature ChatGPT for comprehensive handling of educational documentation and reports. - Key backend functionalities should include: - User authentication and authorization: Implement a robust system that ensures secure and personalized access for different user roles. - Document storage and retrieval: Enable users to conveniently store and access educational materials. - Reporting and data analysis: This shoul...

...will analyze historical data and current horse performance statistics, including weather conditions, to predict race outcomes with high accuracy. Additionally, it should suggest profitable betting strategies based on its predictions. Key Requirements: - Develop a machine learning model that can predict horse racing outcomes. - Utilize historical data, horse performance statistics, and weather conditions. - Suggest betting strategies that have proven to be successful. - Fully integrate the model into Discord. Programming Skills: - Proficiency in Python is a must for implementing the machine learning model. Experience: - Prior experience in developing machine learning models for sports events or betting is highly desirable. - Familiarity with horse ra...

...experience in DeFi app development, particularly related to Liquidity pools, Yield farming, and Staking rewards. Key requirements for this project: - Creating a DeFi application that incorporates the above-mentioned features. A fully automated platform, that searches for highest return per transaction, and yet lowest or no risk opportunities in , liquidity pools , arbitrage of all sorts, staking, yield farming and any potential combination to achieve same goal. Ideally, this will be a platform similar to Krystal, but with the added features of above automation based on user request for each item of opportunity. Software must be able to find, on all existing platforms and exchanges these opportunities, evaluate risk factor, and bas...

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...interface across web, iOS, and Android platforms. Share you existing airbnb website client portfolio to move further Key features should include: - User Registration and Login: Implement social media login integration to allow users to sign up or log in using their social media accounts swiftly. Additionally, introduce a traditional signup/login method using email verification and a username-password combination. - Property Listing and Search: Create a feature that allows users to list their properties easily and ensure an efficient, high-quality search function for property seekers. - Booking and Payment System: We must have a seamless, secure booking and payment system for users to reserve and pay for listed ...

i need someone who is a cs graduate , have knowledge with algorithm subject , and someone who did alot of project , i need someone to help me with the project the dead line of this project is at 22 may .

...looking for a skilled Python programmer with experience in data analysis and route optimization. The main goal of the project is to create a method to develop a route optimization system for navigating between various locations. Key Tasks: - Create a method for data analysis - Develop a route optimization system The route optimization system should focus on finding the shortest path between the multiple stops. Ideal Skills: - Proficiency in Python - Strong background in data analysis - Experience in developing route optimization systems, especially focusing on the shortest path - Familiarity with tools and libraries used in data processing and route optimization - Excellent problem-solving skills I'm lookin...

...developers/Blockchain developers who can build me a cutting-edge Web3 marketplace, integrated with AI capabilities, to cater for a broad spectrum of users. Key Skills & Experience: - Proficiency in Python, Angular.JS, , and experience in Machine Learning and AI. - Knowledge of Blockchain technologies like Solana and Ethereum. - Experience with Smart contract integration, Decentralized storage, and Tokenization of assets. - Ability to implement Generative AI and integrate with ChatGPT 4.0. - Proficiency in Third-Party Integrations like CRM, Lead Generation, Social Media, and Slack. - Previous experience with Android and iOS integration will be beneficial. The marketplace should be designed with the followi...

...website and delivering it in an Excel file. The specifics of the project are as follows: I am looking for a person who will conduct scraping sessions for our business on a regular basis. Desired skills are knowledge of screen-scraper software, sql, Someone with Python knowledge will be better. Willing to follow instructions. Not cramped up with other jobs or other side hustles. Need to have solid internet connection. Expected work takes 5-10 hours per week, once fully trained. Must be responsible. Able to accept PayPal. - The source of the data is a website. This means the freelancer needs to have experience in web scraping. - The data should be delivered in an Excel file. Proficiency in handling and formatting data into Excel is a m...

...will have experience in speech processing, real-time communication systems, and cloud services. Responsibilities: - Design and develop a high-performance backend system for real-time audio processing and translation. - Integrate speech recognition and translation APIs from leading providers. - Implement a scalable real-time communication architecture to support voice calls. - Ensure data privacy and security compliance in voice transmission and storage. - Work closely with UX/UI designers to create a seamless and intuitive user interface. - Test and optimize the system for various devices and network conditions. Requirements: - Proven experience in real-time communication software developmen...

Python and Angular Developers Needed for Small-Scale Project Skills Required: - Proficiency in Python and Angular - Knowledge of Python frameworks such as FastAPI - Experience in front-end development using Angular - Strong understanding of HTML, CSS, and JavaScript Project Scope: - The project is a small-scale application development - It involves creating a web application using Python and Angular - The application will have basic functionality and features Timeline: - The project does not have a specific deadline - The developer can work at their own pace and availability Requirements: - Must have prior experience in Python and Angular development - Ability to work independently ...

...pycalphad, a Python library, to calculate tip velocity and the radius of the tip using Ivantsov equations. Specifically, the task involves: - Writing Python code in line with a model system I will provide details on. - Working with data that needs to be collected, since I have none pre-existing. While I expect you to have an innate ability to adapt and figure out where and how to source the required data, I am willing to provide assistance as needed. Ideal skills and experience for this job: - Proficient in using Python, specifically the pycalphad library. - Experience with Ivantsov equations and knowledge on tip velocity/radius calculations. - Proven experience in data gathering, particularly for scientific ...

...**LED Display Design:** I don't have a specific design in mind for the LED display, so I'm open to creative suggestions. It would be great if the design can enhance the user experience and make the game more engaging. - **Programming Language:** I'd prefer the game to be developed using Python. Please ensure you're proficient with Python and can create a smooth and efficient game. - **Control Mechanism:** I'll need the game to be controlled via a web interface that's accessible through a network. This is essential for user interaction and convenience. Ideal skills and experience for this project include: - Proficiency in Python - Experience working with Raspberry Pi - Knowledge of web in...

...tailored for the Indian and US stock market for options and futures with indicator based and price action analysis and strategies formation. T he platform should be equipped with the following features: - Real-time Market Data Analysis: The platform should be able to gather, process, and interpret real-time data from the Indian and US stock and Forex markets. - Trading Strategy Backtesting: Users should be able to test their trading strategies against historical data to assess their effectiveness. - Automated Trading Execution: The platform should allow users to automate the execution of their trading strategies, facilitating efficient and timely trading. The platform will primarily support stocks and Forex trading, ...

Seeking a seasoned and versatile full stack developer who can double up as a graphic designer for a series of ongoing web design projects. The ideal candidate should be able to adopt a minimalistic, modern design style. Key Responsibilities: - Develop and maintain a range of informational/content-based websites - Implement responsive web designs that ensure optimal user experience across all devices Ideal Skills & Experience: - Proven experience as a full stack developer - Strong background in web development, including HTML/CSS, JavaScript and Python - Proficiency in graphic design tools such as Adobe Creative Suite - A keen eye for design and aesthetics, particularly in minimalistic, modern styles - Prior experience with info...

Hello, I have my Python/Django site hosted on PythonAnywhere and it's facing a NET::ERR_CERT_DATE_INVALID issue. Website : I would appreciate someone help to troubleshoot this issue and fix the NET::ERR_CERT_DATE_INVALID error, ensuring that the SSL/TLS certificate is correctly set up. - Website troubleshooting and error resolution - SSL/TLS certificate configuration. Thanks in advance !

I am in need of a proof of concept (POC) for a gemini API integration for species identification. I am looking for someone with expertise in Python and API integration, who can help me with this initial phase of development. Key requirements: - Experience with Python: The integration should be done using Python, so experience with this language is a must. - API Integration: You need to be comfortable working with APIs and handling requests and responses. - Proof of Concept: The end result should be a working POC that demonstrates the successful integration of the Gemini API for species identification. Ideal skills and experience for the job: - Proficiency in Python - Experience with API integrations - Knowledge ...

I need a Python developer to create a tool for me that can convert different file formats. Although I did not specify the particular formats, I am looking to convert at least two different formats. The tool should have a user-friendly interface and be able to handle these conversions seamlessly. Ideal skills and experience for this job include: - Proficiency in Python - Experience in creating file conversion tools - Knowledge of different file formats - Strong problem-solving skills - Ability to create a user-friendly interface - Understanding of data handling and manipulation Complete details will be provided to shortlisted candidates.

I'm in need of a skilled Python developer with knowledge of RAG and Chainlit to create an AI-powered chatbot. - Specific Tasks: - Develop an interactive chatbot to be used by customers - Implement RAG and Chainlit concepts to enhance the chatbot's capabilities - Ensure the chatbot can handle a variety of interactions and provide accurate information - Integrate the chatbot seamlessly into our systems and platforms - Desired Qualifications: - Proficiency in Python, particularly in relation to chatbot development - Expertise in RAG and Chainlit - Experience in creating chatbots with strong interactive capabilities The primary functionality for this chatbot will be answering fre...

Small update to the android app. Change the payment gateway "cryptomus" to stripe. After that. Compile the code to obtain the apk version and an .aab version that will be used in the Google Play Store. In turn, upload the updated code to the app server. Send me the updated source code as well. The app is made on react Native, and the backend is Python. All the API's are made on Python. This may require modification in FrontEnd. in that case. You must be able to complete the project. Maximum budget $300

I am in need of a skilled professional in Lambda and Python to assist with the configuration of my Lambda function, optimize my Python code, and help me debug errors. Key tasks: - **Lambda Function Configuration:** I need help setting up my Lambda function correctly. - **Python Code Optimization:** I am using Python 3.x and require someone to optimize my code. - **Error Debugging:** I need assistance in finding and resolving errors in my Lambda function. Ideal candidate should: - Have prior experience with Lambda and Python. - Be comfortable working with Python 3.x. - Be adept at debugging and optimizing code. - Demonstrate strong problem-solving skills.

I'm in need of an experienced Python programmer to assist with ongoing tweaks and feature additions to my Interactive Brokers API-based applications. Phone support is required to flesh out ideas. Key Responsibilities: - Implement new features to enhance the existing codebase. - Ensure smooth integration of the new features. Ideal Skills and Experience: - Proficiency in Python programming. - Some experience working with the Interactive Brokers API a plus. - Ability to make ongoing tweaks and add new features. - Strong understanding of trading systems and portfolio management. Please note that this project involves working with a tight budget, so cost-effective solutions are highly preferred.