- Developing and testing new features for their React Native mobile platform (SiteNotes), leveraging expertise in React Native, Swift, Android Studio, Xcode, and Git version control.
- Seamlessly integrating new functionalities, conducting rigorous testing, and fostering collaboration across teams led to a 30% boost in app performance and the timely delivery.
- Employed Python, scikit-learn, and data mining techniques such as feature selection and hyperparameter tuning within the RAG architecture to enhance model accuracy and interpretability.
- This led to a significant 20% increase in carbon cycle quantification accuracy, promoting sustainable agriculture practices and driving a 15% increase in productivity.
- Leveraged technologies like JavaScript and React to develop scalable, user-centric web applications.
- Through proficient database management with MongoDB, achieved a 25% reduction in query response time.
- Expertly integrating REST APIs led to a 20% increase in app functionality. Navigating agile development cycles, effectively applied computational statistics, resulting in a 15% improvement in app performance metrics.
- Developed a real-time chat application using React and Firebase, implementing features such as user authentication, message storage, and live message updates.
- Integrated responsive design principles to ensure seamless user experience across various devices.
- Built a full-stack food ordering platform utilizing Node.js, Express, and MongoDB for the backend, and React for the frontend.
- Implemented features like order management, payment processing, and user authentication to streamline the ordering process.
- Developed a simulation program in Python to study ant colony behavior, utilizing object-oriented programming and data visualization libraries.
- Created algorithms to simulate foraging patterns and analyzed data to understand emergent behaviors within the colony.
- Designed a Drone Simulation utilizing the Singleton and Factory design pattern for seamless data collection analysis, developing a battery charging system to dynamically create and manage charging stations for drones.
- Implemented aspects of software development activities, including design, coding, code review, testing, bug fixing, and code/API documentation utilizing Google documentation conventions. GitHub Repository
- Deployed Python and ReactJS enhancing financial security and streamlined revenue operations, leading to a 25% reduction in fraud instances and a 20% increase in revenue efficiency anticipated. GitHub Repository
- Optimized cybersecurity attained through deploying Python and React JS for integrating real-time monitoring and Kafka data streaming, yielding a 30% reduction in unauthorized access and advanced threat detection. GitHub Repository
Project 7: Fake News Detection
- Trained a bi-directional neural network and LSTM deep learning model to detect fake news from a given news corpus by creating a pipeline to remove stop words, tokenization, and padding.
Project 8: Crossroad AI System
- Implemented the OpenVINO™ Toolkit, showcasing the ability to elucidate the toolkit workflow, operationalize models, conduct model preparation and optimization, fine-tune inference, and generate visualizations for person attributes and re-identification information in image/video inputs.