Object recognition matlab code jobs

When importing customers via CSV file in ASTPP version 6.0, both postpaid and prepaid customers balance always uploads 0. The task is to find the corresponding php file/path on the server and correct it, so that the balance uploads correctly when uploading the customers on the ASTPP both for prepaid and postpaid customers. Positive balance must upload as positive balance. Negative balance must upload correspondingly. 0 uploads 0. You need to make a detailed document how to do that on any ASTPP server, so that someone without technical knowledge takes the document, follows it and gets the same working on the other ASTPP server. Example of the document: Someone from our side will try to upload customers on the provided server to make sure it works, if yes, then we will take your document, w...

I'm looking for a proficient Python coder who can develop a program that effectively reads numerous reviews and generates a concise summary, encapsulating the main points in 300 words in multiple bullet points. Key F...a multitude of reviews. Required Skills and Experience: - Expert level understanding of Python programming. - Knowledge and experience in SQL querying is a necessity. - Experience with Natural Language Processing for summarization. - Familiarity in dealing with relational databases. - Prior experience with text summarization or related projects is a definite advantage. The task is not only to code but also to gain understanding of reviews and to generate a meaningful summary. So, anyone who bidded should be proficient in data analyzing and processing along w...

...at least. We need ready Python code that we can insert into our main routine. Recognition part gets image to process and returns result. Data set is available here: The system must perform object detection, with a critical requirement for real-time operation. Key tasks and requirements include: - Develop a high-precision hinge detection system, using Python programming language. - Implement object detection algorithms, ensuring accurate and real-time detection capabilities. - Ensure the system operates in real-time, with minimal to no delays in processing. - Utilize computer vision best practices to enhance the system's performance and accuracy. - Experience with computer vision, object detection, machine learning, real-time

...professional who can review and optimize my .net Core 6 codebase, enhance the software architecture, and bolster the database security. Key Responsibilities: - Conduct a comprehensive code review to identify inefficiencies, bugs, and areas for improvement in the .net Core 6 code. - Improve software architecture to ensure scalability, maintainability, and performance of the application. - Implement robust measures to enhance the database security, in line with industry best practices. Ideal Skills and Experience: - Extensive experience in .net Core 6 and Entity Framework. - Proven track record of conducting code reviews and optimizing codebases. - Expertise in software architecture design and implementation. - Strong understanding of database security and experien...

I have documents that need to run code on Stata and need a proficient code writer. I will pay $400 for the contract

I'm in need of a skilled professional to create a No-Code app on the Adilo platform or any other. It shall has three interface. 1. User Interface 2. Management Interface 3. Service Provider Interface App Idea: Chat based profile matching for Carpenters to work on hourly basis. User Interface Step 01 Signup Form with Phone, Email, Address Step 02 A chat box would open up with basic questions as; • Date for Booking • Time Period for Booking Step 03; Within the chat box the next question would be regarding the work profile Users can text to match profiles. Example: I want Bamboo Artisans Step 04: The Chat box will show all profiles for Bamboo Artisans as in the Directory or excel file Excel would be as simple as Skill Set, Profesional Profile Step 05:...

I'm in need of an experienced AI developer to successfully extract numerical information from images and convert it into text format. This te...numerical data within images using advanced AI techniques. - Converting the identified numbers into text format suitable for another system's input requirements. The ideal freelance candidate for this project would be exceptionally well-versed and experienced with: - AI and Machine Learning methodologies, particularly in image processing. - Available tools and software for effective number recognition from images. - Text conversion from recognized image data. Your input will be an integral part of a crucial system we are running, and therefore accuracy and attention to detail are paramount. I look forward to your innovative solu...

...purposes of these pouch labels are twofold: 1. Branding: I want to elevate my brand visibility with compelling and responsive label design. This should consist of: - Incorporating the company logo into the design. The logo should be placed strategically to ensure maximum visibility. - Using the brand colors. Adopting our brand's color palette in the design will contribute to brand recognition and consistency. 2. Product information: The label should serve as an informative agent, relaying specific details about the product. They should include: - The product’s name, standing out from other elements to immediately grab consumers' attention. - A clearly legible ingredients list. - Nutritional information to inform consumer decision-making at...

I require a specialist in running code that is based on AI/ML, specifically ResNet MobileNet, and other nature-inspired algorithms on my Windows laptop. The expertise required: - Extensive experience with Python, the programming language the code is written in. - Robust knowledge in machine learning and AI. - Familiarity and experience with Windows OS and optimization thereof for machine learning code execution. - Understanding of Predictive modelling, the primary outcome goal of the code. The goal of this project is to have the code successfully run and produce the expected Predictive modeling results. Be prepared for minor troubleshooting and optimization to make that happen within the Windows OS environment.

I'm looking for a skilled Python developer to write a code for an Explainable AI project. I need the code to focus on making the AI understandable by humans, rather than just predicting outcomes. Key Responsibilities: - Create a Python script that implements Explainable AI techniques like Lime - Ensure the code is clean, well-commented, and efficient Your role will be crucial in enabling the AI to present its decisions and reasoning in a way that can be easily understood by non-experts. Notably, the model should be able to show its decision rationale, thus improving trust and interpretability to end-users or stakeholders. Ideal Skills and Experience: - Proficiency in Python - Experience in AI/ML particularly in Explainable AI domain would be a plus - Strong und...

I'm seeking a skilled designer who can create a modern yet aesthetic logo for my brand "ME AND VEDA". The logo should primarily focus on brand recognition. Key Requirements: - A modern, trendy design that is also aesthetically pleasing - Use of random colors; the logo should still be able to represent the brand - The logo should reflect the brand's identity, vision, and core values - Must ensure the logo is unique and memorable, enhancing brand recognition Ideal Skills/Experience: - Strong understanding of modern design trends - Proficiency in creating logos that focus on brand recognition - Ability to work with random colors and still maintain a cohesive design - Previous experience in creating logos for lifestyle or fashion brands would be a plu...

In my pursuit to propel the recognition of my brand to new heights, I'm seeking an innovative and experienced advertising expert. Objective: - The core aim of this project is to bolster the brand's recognition among working professionals aged between 25 and 50. Target Audience: - The focal point of our advertising will be working professionals aged 25-50, assuring that our brand resonates with them and aligns with their preferences. Medium: - We will majorly utilize online platforms for our campaign, including but not limited to social media channels and various websites relevant to our target demographic. Ideal skills for this role: - Strong understanding of brand positioning and strategy - Proven experience in digital marketing, specifically with a focus on s...

I'm in need of a modern logo designer who can create a unique and trustworthy logo for my brand. This logo will be used across...unique and trustworthy logo for my brand. This logo will be used across various platforms including my website, print materials, and social media handles. Key Requirements: - A modern and sleek design - A logo that conveys trustworthiness and uniqueness - Versatile design suitable for different platforms - Focus on brand recognition Ideal Skills and Experience: - Proven experience in creating modern logos - Strong portfolio of logos that have helped with brand recognition - Understanding of design principles and how they can be applied for different platforms - Excellent communication skills to understand my brand's needs and translate t...

I'm seeking a proficient developer to build a comprehensive demo or starter code integrating Snowflake and Kafka using AWS cloud. The ideal candidate should have deep understanding of concepts such as: - Data ingestion - Data transformation - Data storage and retrieval The code should ensure: - Optimal performance - Scalability - Security The code can be written in Python or Java. In-depth knowledge of these languages, as well as experience with Snowflake and Kafka integration, is a necessity for a successful bid on this project.

I am seeking a Python expert to assist with debugging a single script. The script is built primarily using functional programming concepts. Key requirements: - Troubleshoot and identify issues within the codebase - Suggest and implement fixes to ensure the script is running efficiently - Experience with functional programming concepts in Python This is a small project, and the ideal candidate should have a strong understanding of Python, specifically in debugging and functional programming. The codebase is not extensive, so I anticipate this project to be completed within a short timeframe.

...risks, and daily mental strain. This innovative device, worn on the head and equipped with EECG/FMRI and other neural/blood flow tracking capabilities, aims to provide real-time data on the user's brain state. The accompanying app, leveraging ML, AI and analytics tools, interprets this data to offer actionable insights. Key features and objectives of the proposed solution include: Flow State Recognition: Identify and analyze periods of optimal focus and productivity to enhance overall performance. Stimulation Awareness: Detect situations of high stimulation, allowing users to manage their environment for optimal cognitive functioning. Burnout and Strain Prediction: Anticipate and alert users to potential burnout risks, fostering mental well-being. Task-Specific Focus Anal...

i need to add my rotating proxies list to my python playwright code work by anydesk maximam 2 hours

I need Satta matka android application with admin panel .

As the project owner, I require an Arduino Uno code, specifically designed to interact with a fingerprint reader for input, LCD and 14 relays for output. Key Requirements: - The code should identify 14 people's fingerprints (let's say 2 different fingerprints for each person), write the name of that person on the LCD and activate the corresponding relay for each person. - The associated relays will control a particular robotic device. - When an unrecognized fingerprint is scanned, the system should write on LCD "unrecognized fingerprint" without triggering any relay. Ideal Skills and Experience: - Proficiency with Arduino programming - Experience working with fingerprint readers - Knowledge of relay and robotic systems . Familiarity with sensor integr...

I'm in need of a professional and experienced C++ developer to convert my existing Matlab code to C++, with an advanced level of optimization. The primary goal of this conversion is to ensure that the C++ code runs seamlessly on a different platform.

...primary goal is to increase the visibility and recognition of our brand. The campaign will largely involve text-based posts. The ideal applicants should have a strong Twitter presence and a good understanding of how to engage with followers. Key responsibilities will include: - Posting text-based content on their Twitter accounts - Engaging with their followers to spark conversation and increase brand visibility - Reporting on the performance of the campaign Ideal skills and experience: - Strong Twitter presence and familiarity with the platform's best practices - Experience in social media marketing, particularly with brand awareness campaigns - Excellent communication and engagement skills If you're someone who can help us boost our brand recognition and is...

I'm looking for a Control Engineer with proficiency in Matlab to help with a project focused on modeling and simulation. The primary goal of this project is to optimize the performance of a system. Key requirements and responsibilities: - Expertise in modeling and simulation within Matlab - Background in control engineering - Ability to analyze and understand system behavior - Create and implement strategies to enhance system performance - Strong communication skills to collaborate on project goals and updates While the type of system to be optimized hasn't been specified by the client, experience with mechanical, electrical, or hybrid systems would be a plus. Your expertise will be crucial in ensuring the successful optimization of the system.

Looking for a talented Java developer to build a to-do list application with a focus on Object-Oriented Programming (OOP). The application will be simple yet effective, featuring offline usage capability which is crucial for productivity in various environments. Key Requirements: • Application Compatibility: The app must be compatible with Windows, Mac and Android platforms. • Offline Functionality: The app should allow users to continue using without a constant internet connection. Skills and Experience: • Proficient in Java OOP. • Extensive experience developing applications for different platforms. • Good understanding of implementing offline capabilities in applications. Application Guidelines: • Freelancers are required to provide detailed...

The individual report (~4000 words) carrier's 40% weighting in the Transportation Studies module and will be assessed by an individual report submitted via canvas. In your report you would need to include the experimental and the model results of your selected noise barriers. You will be judged on how you have been innovative in your conceive, design and how you improved the performance rating of your noise barrier. Assessment Criteria 1) Conceive (research noise barriers) = weight age (10%) 2) Project 1: Performance of reflective/absorbing noise barriers = weight age (40%) 3) Project 2: Traffic noise mapping = weight age (40%) 4) Modelling of noise barrier = weight age (10%) Project Details: Project Description: We are seeking a skilled freelancer to assist with a project that ...

I need a coding whiz capable of handling a rigorous coding assessment on my behalf. Proficiency in Python, Java, JavaScript and NPL. I have my recorded answers already just need someone to help me make sure they are correct. The use of AI like chatgpt will not work for this. - Assignment Details: The assessment will include tasks revolving around Algorithmic Problems and Object-Oriented Programming Problems. - Ideal Candidate: A highly experienced developer with a proven track record handling similar tasks and delivering under tight deadlines. Please, only bid if you meet the above criteria and you're ready for an immediate start.

Matlab Simulation Battery Optimization Urgent Work

...an image recognition project focused on vehicle detection using pre-trained YOLOv8 model. Key Requirements: - The main task at hand is to help me in adding some extra features to the existing model for detecting various types of vehicles in images. Ideal Skills and Experience: - Proven experience in applying ML to image recognition tasks. - Strong understanding and practical experience with object detection. - Proficiency in working with image datasets and training models for object detection. - Prior experience with detecting vehicles in images would be advantageous. - Ability to deliver high-quality, accurate and efficient ML models for image recognition. If you have a strong background in Machine Learning and a track record of successful projects...

...for an experienced C programmer who can modify some C software (open source, on github - ) to make it compile for Raspberry Pi. The modifications needed include: 1. Updating Library Dependencies: Your task will include updating necessary library dependencies. 2. Adjust Hardware-Specific Code: Some parts of the code will need to be adjusted in order to work with Raspberry Pi's /ARM. 3. Fix Compatibility Issues: Tune up the code to address any compatibility issues that might arise during the Raspberry Pi compilation. A successful application should showcase your previous experience especially in handling similar projects. Evidence of past work will be highly regarded but is not a necessity if you can comprehensive demonstrate your experience in this

I am looking for an experienced developer who can use Cython to wrap my existing CUDA code. This is a relatively simple code that is currently used for data analysis. Task: This is done in Linux (ubuntu). I had a old cython code that used to be able to connect with the CUDA code, i think the newer version of CMake changes had made it impossible. I have attached a small reduction of the code, it is pretty much just calling a CUDA kernel from the Python using Cython. The CMake builds, but when the Cython is imported the symbol cannot be found. (to build you need to define an environment variable CUDAHOME points to your nvcc) Steps: 0 (optional) you can Make the cuda code inside to check if it works (1) run (with CUDAHOME env var) (2) run (fail a...

My main focus for this project is the Java code implementation. I'm looking to hire a freelancer who can create class diagram and help me translate a class diagram into well-crafted Java classes. Key Tasks: -Create diagrams - Translate a modified class diagram into Java classes - Ensure the Java classes are correctly implemented according to the diagram Your responsibilities will include: - Adding products to the rental cart - Calculating rental fees and duration - Processing payment - Generating a rental invoice Your expertise in Java and software design will be crucial for this project. I anticipate that this task will involve a deep understanding of class design as well as an understanding of the rental business process. Please include examples of your previous Java pr...

I'm looking for a skilled logo designer with a knack for generating modern styles. My main goal is to create a logo that establishes brand recognition. The aesthetic we're aiming for is cool and calm colors, ensuring a design that genuinely represents our vision. The ideal candidate should have: - Experience with modern design principles - A portfolio showcasing their ability to utilize cool and calm colors in their designs - A deep understanding of how to create strong visuals for brand recognition.

...embedded C++ source code. The review should encompass the following: - Identification of any potential issues which could result in undesired behaviour - Identify any obvious errors in logical design or use of pointers, arrays etc Lint has already been run on the software - I do not want to see the output of lint! This code has been tested on hardware and performs ok. It controls motors, reads switches, encoders and ADC's, and drives eeprom and digipots. I need a final check to capture any errors or issues that may not be known. I do NOT want any style or general commenting recommendations - the review is ONLY TO IDENTIFY serious issues. I do not want speedup suggestions. This is close to production so any changes *need to be necessary* to improve the quality of ...

I'm looking for a professional who can help me create HackerRank for three algorithmic tasks to be completed within 90 minutes The ideal candidate should: - Be proficient in Python and Java, with a strong understanding of data structures, algorithms, and object-oriented programming - Have experience in creating programming challenges or assessments - Be able to design medium difficulty tasks that are both engaging and challenging - Familiarity with HackerRank platform is a plus I will provide more detailed requirements and guidelines once we kick off the project. Looking forward to working with an expert in this field.

I'm looking for an experienced Java developer to create a custom compiler. It will be geared towards handling key Java features including Object-oriented programming, Exception handling, and Generics. Key requirements: - Ability to write a compiler in Java - Strong understanding of Java's key features (OOP, exception handling, generics) - Previous experience with developing compilers is a plus The project doesn't specify a particular version of Java, but the ability to work with different versions may be beneficial. Please provide examples of previous compiler projects or relevant work.

I am looking for a skilled developer who can help me develop a custom Liquid code editor to be integrated into the Braze platform. This editor should support custom liquid code snippets. I first need someone to troubleshooting existing code and determine why the color displayed is blue Key Responsibilities: - Troubleshooting existing and building new Liquid code in Braze Ideal Skills and Experience: - Proficiency in Liquid programming language - Experience in developing custom code editors - Prior experience with Braze platform - Proficiency in Syntax: {% if ... %} ... {% elsif ... %} ... {% else %} ... {% endif %}: This is the syntax for conditional statements in Liquid.

I need a Python script to retrain a MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing Sentence, Enti...

I am seeking a skilled professional to assist with the removal of a small plastic object from a video clip which runs for less than 2 seconds. Key Requirements: - The stationary object must be expertly removed without leaving any traces or distortion in the video quality. - The freelancer should be proficient in video editing/vfx and have experience with object removal. Ideally - Removal done in Davinci Resolve and project file shared so I can adjust the grade and other aspects of the clip in the future. Ideal Skills: - Prior work with object removal - Attention to detail - Ability to work quickly and efficiently Clip was shot on DJI Ronin 4D at 6k ProRes HQ - will supply original clip.

I'm looking for an expert in VHDL to develop a Field Programmable Gate Array (FPGA) project focused on pitch detection, specifically for speech recognition purposes. The system needs to be able to process live audio input. Required Skills: • Expertise in VHDL • Experience with FPGA development • Knowledge of audio processing, specifically pitch detection for speech recognition purposes If you have the above skills and experience, please make an informed bid.

I need an expert in renewable energy and optimization in Matlab to help me with a specific project. The project focuses on the optimization of energy storage systems, with a specific focus on batteries. Key tasks include: - Utilizing Matlab to model and optimize energy storage systems, particularly batteries. - Implementing and testing different optimization algorithms to determine the most efficient storage configurations. - Analyzing and interpreting the results to provide practical and insightful recommendations for energy storage optimization. The ideal freelancer should have: - Proficiency in Matlab and experience in the field of renewable energy. - Proven experience in optimization, preferably with a focus on energy systems or similar. - Specific experience wi...

I'm looking for an expert in Raspberry Pi programming, ideally with experience in IR code programming. I would like a Raspberry Pi to be programmed to send IR codes (It also needs to capture these codes in the first instance) My setup will be a raspbery PI with the 7" touch screen PI display. I need a front end where I can present countdown timers, once the timer hits zero I need to send an IR signal. If the timer isn't stopped after countdown 1 minute later I need to send two more IR signals. Along with the PI and Screen I will need you to tell me what other hardware I need to purchase to capture and send these IR signals. Their will be only 5 signals in total to capture and these will not change during program operation Key Skills: - Raspberry Pi programming ...

I am looking for assistance in optimizing battery performance through Matlab simulation. Due to the project specifics not being clarified, the professional should be comfortable and experienced in working with a range of battery types such as Lithium-ion, Lead-acid battery and Nickel-metal hydride batteries. Key points to consider for this project: Skills and Experience • Understanding and experience in working with various battery types • Proficiency in Matlab for creating simulations and testing • Strong analytical modeling skills Project Objectives • Provide research and suggestions on optimizing battery life, decreasing charging time and improving power output. • Develop a comprehensive Matlab model suitable for varie...

I need an expert in Arduino programming to develop a code that connects to an OV7670 camera, recognizes specific patterns (like a person's head) and triggers an LED. Key Requirements: - Use an Arduino Uno or Nano to interface with an OV7670 camera and LED. - The code should have a pattern recognition feature - specifically, recognizing a person's head. - When the pattern is detected, the LED should light up to indicate an event has occurred. Additional Details: - The code should be able to differentiate a specific pattern (a person's head) from other objects or patterns that may be in the camera's view. - This is an intermediate level project, hence the recognition should be accurate enough to detect the specific object. Idea...

I need a creative freelancer to design a compelling logo that will help boost my brand's recognition and presence. I'm focused on having a unique identity that stands out from the competition. Key Requirements: - Proven experience in logo designing. - Proven ability to create logos that help in brand recognition. - Portfolio showcasing exceptional creativity and design skills. - Ability to respect deadlines and follow instructions. I skipped the style preference for the logo. I'm open to your creativity and would like to see your concept before deciding. However, your design must be original, unique and must effectively communicate my brand message. The best fit for this project will be a freelancer with excellent communication, rich experience in logo desi...

In need of the second person on the left removed from the pictures. Looking for a picture of myself and all of mine are like this. Needing a good Portrait for a bio Needs to look original. I attached pictures of machines so you can add. I’m on the right. Would like my logo to still be in the picture but background slightly blurred out? And do something with my arm to make it normal. Maybe put in my pocket. Thanks in Advance!

...third-party libraries for seamless app integration. Ability to work collaboratively in a team environment and communicate effectively. candidate must have the knowledge of facial recognition and facial expression with AI or machine learning. A passion for learning and staying updated with emerging technologies. If you are a skilled Android/Flutter developer with a passion for AI and are excited about working on innovative projects, we would love to hear from you. Please submit your resume and portfolio showcasing your relevant experience. Features: Cloud-Based AI Services: Reinforcement Learning: Speech Recognition and Synthesis Computer Vision Natural Language Processing (NLP) Neural Networks: Machine Learning (ML) Libraries This is a great opportunity to be part of ...

I need an expert who can enhance my existing Java application, which currently translates MATLAB code to X10, to also support C++ as a target language. Key Modifications: - **Update Syntax Translation Rules**: The modification requires a deep understanding of both MATLAB and C++ syntax. The existing rules for translation from MATLAB to X10 need to be adjusted to C++. - **Add Support for C++ Specific Libraries**: The modified application should be able to integrate commonly used C++ libraries seamlessly. Accuracy and Time: - **Accuracy is Key**: The conversion of MATLAB code to C++ needs to be precise. While I'm open to additional development time, the primary goal is to ensure the accuracy of the conversion. - **No Specific Library Requir...

I'm looking for a skilled designer to craft an eye-catching logo that serves multiple purposes - promoting brand recognition, portraying a sense of professionalism and reflecting our company's values. COMPANY NAME: HeartLand's Herbal Healing LLC Key details: - The logo should predominantly incorporate green, complemented by shades of orange and yellow. - An element of "orange" is essential to the design. Ideal Candidate: - Proficient in color theory to effectively balance these hues - Experience in integrating symbolic features into design - Has a portfolio flaunting professional aesthetics Your knowledge of the subtleties in logo designing and understanding the profound impact it can have on brand image will be key to this project's success. ...

I'm looking for an experienced professional to create engaging and interactive VPAID ads for desktop. Key Requirements: - **Platform**: The ads are specifically targeted for desktop platforms. - **Objectives**: The main goal of these VPAID ads is to increase brand awareness. - **Interactivity**: The ads should have interactive elements, specifically forms to enhance user engagement and drive interactions. Ideal Skills and Experience: - Proven track record in designing and implementing successful VPAID ad campaigns. - Proficiency in creating interactive elements within ads, such as forms, that can drive user engagement. - Strong understanding of desktop ad optimization strategies aimed at boosting brand awareness. If you have the skills and experience in VPAID ad creation, especiall...

I'm seeking an experienced AI developer, proficient in data analysis, a variety of machine learning model development, and natural language processing to bring an image recognition project to life. Specifically, I'm looking for your contributions to: - Thoroughly analyze large quantities of data and draw insightful conclusions from it - Develop advanced machine learning models to fulfill our needs - Apply natural language processing techniques for improved project outcomes - Design and develop AI models to meet project requirements - Convert AI/ML models into APIs that other developers can use - Perform statistical analysis on big data sets - Manage project infrastructure and the development of AI models and projects - Work with other machine learning engineers, data eng...

I'm having issues with my Helios 2 program, which is written in Python. The primary problem is that it's producing incorrect output. Key Project Details: - Program Type: The codebase is for Helios 2. - Language: The program is coded in Python. - Issue: The primary concern is with the output being incorrect. I need a professional who is adept at debugging in Python to identify the root cause of the problem and subsequently correct it. The ideal freelancer for this job must have: - Extensive experience in Python programming - Strong background in software debugging - Previous experience with large codebases - An understanding of the Helios 2 program or the ability to quickly learn and understand it.