Passionate about Software Engineering, Full Stack Development and Machine Learning
Believer in the potential of Artificial Intelligence across diverse domains
I'm Ameya, holding a Masters Degree in Computer Science from Northeastern University - Khoury College of Computer Sciences. With over 2+ years of hands-on experience, I've been deeply involved in developing and deploying advanced machine learning and deep learning models.
My journey led me to diverse sectors including Electromyography (EMG), Health Care, ECommerce, Finance, and automobiles. I've gained invaluable insights from companies like Delsys, Adagrad AI, ABP Systems and Solutions.
My coding journey began with C language, and from there, I've evolved into a Python enthusiast. Proficiency in languages like Java, C++, and JavaScript forms the backbone of my journey, where I've grown from a coding enthusiast into a skilled Software Engineer, Full Stack Developer, and Machine Learning Engineer. My toolkit includes:
Natick, MA | Jan 2023 – Aug 2023
- Expanded Discover software using C# and MVVM architecture.
- Developed modular Python UI/UX app for enhanced scalability.
- Programmed C++ software with Docker for seamless sensor integration.
Maharashtra, India | July 2020 - Sept 2020
- Deployed CNN model on Microsoft Azure for melanoma prediction.
- Enhanced object detection model using OpenCV and YOLO.
Maharashtra, India | Nov 2019 – May 2020
- Optimized MySQL database of Java Spring MVC Payroll Management System, enhancing query speed by 7%.
- Collaborated with a team of 20 to perform comprehensive black-box testing, ensuring code robustness and integrity.
- Developed a Java Spring Boot e-commerce website following a microservices architecture.
- Integrated Apache Kafka pipeline for data streaming, resulting in a 15% reduction in API response time.
July 2022 - Aug 2022
- Developed a cutting-edge Multiplayer autonomous racing car game using Unity and C#.
- Enhanced gameplay by adding AI-driven NPC behavior using an optimized min-max algorithm.
Oct 2022 - Dec 2022
- Trained Deep Learning models achieving 95% accurate stock price prediction.
- Developed REST API using Flask for user testing.
June 2022 - Aug 2022
- Created a dynamic MERN Stack movie streaming website with user authentication and admin dashboard.
May 2022 - June 2022
- Designed an intuitive Android expense tracker app using Java, Firebase, and Figma.
- Led a team, conducted comprehensive code reviews, and managed project progress using GitHub and Jira.
May 2022 - June 2022
- Designed a deep learning model for melanoma skin cancer detection.
- Utilized Python, TensorFlow, and Scikit-Learn for model development.
May 2022 - June 2022
- Developed an automated defect detection system for manufacturing.
- Used image processing techniques and machine learning algorithms.
May 2022 - June 2022
- Created a microservices-based payroll management software using Spring MVC and AWS.
- Implemented scalable and efficient architecture.
May 2022 - June 2022
- Optimized and tuned database queries for improved performance.
- Utilized indexing, query optimization, and database profiling.
5. REST API project to get Employee Information / Apache Kafka Zoo Keeper customer shipping order project
REST API project to get Employee Information / Apache Kafka Zoo Keeper customer shipping order project
May 2022 - June 2022
- Developed RESTful APIs for retrieving employee information.
- Implemented Apache Kafka Zoo Keeper for real-time order processing.
May 2022 - June 2022
- Designed C++ plugin software and containerized it with Docker.
- Ensured portability and scalability of the software.
May 2022 - June 2022
- Developed a C# application using the MVVM architectural pattern.
- Implemented a user-friendly interface and robust data binding.
May 2022 - June 2022
- Created a Python project using the Kivy framework for cross-platform app development.
- Designed an interactive and responsive user interface.
May 2022 - June 2022
- Developed an online movie ticket booking platform.
- Implemented features for browsing movies, booking tickets, and payment processing.
May 2022 - June 2022
- Created a multiplayer racing game with AI opponents.
- Implemented game mechanics, AI behavior, and multiplayer networking.
May 2022 - June 2022
- Designed an intuitive Android expense tracker app using Java, Firebase, and Figma.
- Led a team, conducted comprehensive code reviews, and managed project progress using GitHub and Jira.
4. Stock Price prediction project with LSTM, Moving Average, ARIMA, Time Series and sentiment analysis REST API
Stock Price prediction project with LSTM, Moving Average, ARIMA, Time Series and sentiment analysis REST API
May 2022 - June 2022
- Developed a stock price prediction system using various time series models and sentiment analysis.
- Designed RESTful APIs for accessing stock price predictions.
May 2022 - June 2022
- Worked on a Kubernetes-based CI/CD project for efficient software deployment.
- Streamlined the deployment pipeline and improved scalability.
May 2022 - June 2022
- Developed a real-time FAQ system using Apache Kafka.
- Implemented a chatbot for answering user queries.
May 2022 - June 2022
- Designed and developed a complete movie-related website using the MERN stack.
- Included features for movie listings, user reviews, and recommendations.
May 2022 - June 2022
- Designed and built the Godzilla Finance Android app for expense tracking.
- Utilized Java, Firebase, and Figma for development.
1. Stock Price prediction project with LSTM, Moving Average, ARIMA, Time Series and sentiment analysis REST API
Stock Price prediction project with LSTM, Moving Average, ARIMA, Time Series and sentiment analysis REST API
May 2022 - June 2022
- Developed a stock price prediction system using various time series models and sentiment analysis.
- Designed RESTful APIs for accessing stock price predictions.
May 2022 - June 2022
- Implemented a Named Entity Recognition system for extracting entities from text.
- Utilized Natural Language Processing techniques.
May 2022 - June 2022
- Developed a text summarization system to generate concise summaries from long documents.
- Applied machine learning and NLP techniques for text analysis.
May 2022 - June 2022
- Implemented a face recognition system and integrated it into a recommender system.
- Enhanced user experience and security.
May 2022 - June 2022
- Designed and developed a complete movie-related website using the MERN stack.
- Included features for movie listings, user reviews, and recommendations.
May 2022 - June 2022
- Created a clone of the LinkedIn platform using Angular and Postgres for backend data storage.
- Implemented user profiles, connections, and job postings.
May 2022 - June 2022
- Developed an e-commerce website using the Django framework.
- Integrated payment gateways and product catalog features.
May 2022 - June 2022
- Created a website for blood donation drives and awareness campaigns using PHP.
- Provided a platform for donors and organizations.
May 2022 - June 2022
- Designed and built the Godzilla Finance Android app for expense tracking.
- Utilized Java, Firebase, and Figma for development.
May 2022 - June 2022
- Developed a Swift-based app as an Uber clone with real-time ride booking and tracking.
- Implemented geolocation services and payment processing.
May 2022 - June 2022
- Integrated ChatGPT into a React Native app for conversational AI.
- Developed an e-commerce application with chatbot support.
May 2022 - June 2022
- Created a Flutter-based mobile app for e-commerce and task management.
- Designed user interfaces for both applications.
May 2022 - June 2022
- Developed a multiplayer car racing game with AI opponents.
- Implemented game mechanics, AI behavior, and multiplayer networking.
May 2022 - June 2022
- Designed and built a zombie-themed game with immersive gameplay.
- Incorporated graphics, animation, and user interaction.
May 2022 - June 2022
- Developed puzzle games with AI solvers, including slide puzzles and maze-solving games.
- Provided challenging and entertaining experiences for users.
May 2022 - June 2022
- Created an endless runner game with augmented reality (AR) features.
- Combined real-world environments with gameplay elements.
May 2022 - June 2022
- Worked on a self-driving car project involving computer vision and machine learning.
- Implemented autonomous driving capabilities.
May 2022 - June 2022
- Created data visualizations and dashboards using Tableau for sales analysis.
- Provided insights and recommendations based on the data.
May 2022 - June 2022
- Developed an algorithm visualization tool to help users understand complex algorithms.
- Implemented interactive visual representations of algorithms.
May 2022 - June 2022
- Created a plagiarism detection software to identify and prevent academic plagiarism.
- Used text analysis and similarity algorithms.
May 2022 - June 2022
- Designed and implemented a search engine for indexing and retrieving web content.
- Used web crawling and information retrieval techniques.
May 2022 - June 2022
- Worked on blockchain development, specifically Ethereum, for decentralized applications.
- Implemented smart contracts and dApps.
May 2022 - June 2022
- Developed software projects using the Go programming language.
- Implemented scalable and efficient solutions.
- Graduate Research Apprentice for enhancing KnitGIST programming language
- Organized events for "Her Incredible Minds" nonprofit promoting women in STEM
- Published a research paper on Electric Vehicle simulation
Let's connect and collaborate! Feel free to reach out via:
- LinkedIn: Ameya Gidh
- GitHub: ameyagidh
- Portfolio: ameyagidh.netlify.app
Looking forward to connecting and sharing ideas! 🌐
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent