Delivered 1:1 and group tutoring sessions on data structures, algorithms, and OOP to over 100+ students. Simplified complex software engineering concepts using real-world analogies, improving student outcomes by 30%. Provided tailored feedback to enhance students’ problem-solving and coding practices in Python, Java, and C++.
Developed machine learning models to analyze PFAS contamination trends using Python (Pandas, Scikit-learn). Converted environmental datasets (CSV) into geospatial TIFFs and raster data for advanced visualization. Presented findings to academic audiences and co-authored contributions toward ongoing environmental AI research.
Managed course enrollments and CPT/OPT advising for 1000+ students, ensuring timely processing and compliance. Automated Excel-based workflows, improving efficiency in data handling and communication tracking. Acted as primary liaison for international students, delivering personalized support and reducing inquiry resolution time by 40%.
Mentored 80+ students in Python fundamentals, debugging techniques, and logic building through labs and office hours. Designed assignments and quizzes in collaboration with instructors to assess comprehension and foster hands-on skills.
Facilitated interactive code-along sessions and review discussions to boost student engagement and retention. Guided students through debugging, code optimization, and clean programming practices in foundational CS courses.
AI Resume Matcher (Python, Scikit-learn, Streamlit, Figma, OpenAI API)
Built a tool that scores resumes against job descriptions using NLP and GPT-based suggestions. Designed UI in Figma and deployed via Streamlit.
CI/CD E-Commerce Deployment (Node.js, MongoDB, GitHub Actions, Docker, AWS EC2)
Developed and automated a CI/CD pipeline for a MERN app with GitHub Actions and Docker. Deployed on AWS with rollback and error tracking.
Smart Garden System (Python, Arduino, AWS IoT, MQTT)
IoT-based irrigation system using sensors and AWS Lambda to automate watering based on real-time soil and weather data.
Library Management System (Java, MySQL, Swing)
Built a GUI-based application for book checkouts, returns, and inventory management. Used JDBC to connect to MySQL for dynamic queries.
Unix Shell Job Scheduler (C, Operating Systems, Signals)
Implemented a custom shell extension in C to manage foreground/background jobs, handle signals, and control process queues.
PFAS Contamination Predictor (Python, Scikit-learn, Pandas)
Trained ML models on environmental datasets to identify PFAS contamination hotspots across California using spatial data analysis.