LLMs for Optimization Problems
Research-driven project exploring LLM + graph representations for constrained optimization (JSSP and related tasks).
OptimizationLLMJSSPGraph ML
Portfolio
Projects
Detailed writeups with links, stack, and impact.
PMML Project: Traffic Anomaly Detection in Toronto
Anomaly detection on urban traffic streams comparing probabilistic GLM and sequence-model (GRU) approaches.
Anomaly DetectionPMMLGLMGRUTime Series
GreenArm: Vision Guided Robotic Waste Sorting
ROS2 perception-to-manipulation pipeline using YOLOv8, OpenCV transforms, and ArUco calibration for precise robotic sorting.
RoboticsComputer VisionROS2YOLOv8OpenCV
Exam Study Planner
Planning assistant to structure exam preparation timelines and task prioritization.
ProductivityPlanningPython
Legal Clarity
Fine-tuned multilingual transformer summarization and translation pipeline for legal text, packaged as a Flask service.
NLPTransformersFlaskPyTorch
ChatPDF AI
Retrieval-grounded document QA system using LangChain and FAISS with agentic query workflows.
RAGLangChainFAISSAgentsLLM
Autograder: Precision in Every Grade
Semi-automated grading system with BERT-based NLP and OCR to evaluate typed and handwritten responses.
NLPBERTOCRReactFlask
Uber NYC Driver Pay Prediction
Comparative ML and deep learning study for Uber NYC driver pay prediction with analysis dashboards.
ForecastingLSTMRandom ForestPowerBI
Indian Weather Predictor (Kaggle)
Regression modeling and feature analysis pipeline for India weather forecasting competition data.
RegressionXGBoostEDAKaggle
PixelVault: Image Upload & Gallery Web App
Full-stack image upload and retrieval app with React frontend, Flask API, and MongoDB-backed image storage.
ReactFlaskMongoDBREST APIPython
SQL-AI
Natural-language interface for uploaded SQL databases, translating prompts into executable SQL queries.
LLMSQLNL2SQLData Apps
Meme App
Android Kotlin app using Reddit APIs and Glide for lightweight meme streaming UX.
AndroidKotlinRetrofitGlide