Projects
Projects
Projects spanning applied AI, machine learning, and full-stack software development.
Embedded Files
🌟Selected Projects
🌟Selected Projects
AI Systems · Machine Learning · Software Engineering
AI Systems · Machine Learning · Software Engineering
Full-Stack RAG Document QA System
Full-Stack RAG Document QA System
2026
Built a full-stack document Q&A system that uses semantic retrieval and orchestrates language-model responses through LangChain's agent framework to answer questions over PDF documents, with a React frontend and FastAPI backend.
Built a full-stack document Q&A system that uses semantic retrieval and orchestrates language-model responses through LangChain's agent framework to answer questions over PDF documents, with a React frontend and FastAPI backend.
Python · React · TypeScript · FastAPI · LangChain · ChromaDB
LLM Evaluation Framework
LLM Evaluation Framework
2024 - 2025
Ranking-based assessment of language-model outputs with prompt experimentation and systematic failure-mode analysis - measurement workflows to compare model behavior and surface reliability issues.
Ranking-based assessment of language-model outputs with prompt experimentation and systematic failure-mode analysis - measurement workflows to compare model behavior and surface reliability issues.
Python · LLM Evaluation · Benchmarking · Reliability · Data Analysis
Weather Classification
Weather Classification
2026
A from-scratch 4-layer CNN classifying 11 weather conditions from raw images (77% test accuracy on ~6,900 images), with training-dynamics analysis of overfitting and convergence.
A from-scratch 4-layer CNN classifying 11 weather conditions from raw images (77% test accuracy on ~6,900 images), with training-dynamics analysis of overfitting and convergence.
Python · PyTorch · scikit-learn · CNN · Computer Vision
Academic Projects
Academic Projects
File-Caching Proxy — Distributed Systems | Java 2026
Developed a caching proxy server that handles concurrent client requests, manages cache eviction policies, and implements HTTP forwarding.
Malloc Lab — Computer Systems | C 2024
Developed a dynamic memory allocator through the implementation of malloc, free, realloc, and calloc.
Optimized performance with linked lists, byte alignment, and advanced search techniques.
3D Reconstruction — Computer Vision | Python 2025
Computed a sparse 3D reconstruction of a temple given two sample images and their intrinsic camera matrices.
Implemented the eight-point algorithm to estimate the fundamental matrix and derived the essential matrix from it.
Developed a function to determine epipolar correspondences and created a function to triangulate pairs of 2D points into a set of 3D points.
Neural Network — Machine Learning | Python 2024
Developed a feedforward, single hidden layer neural network for handwritten text recognition.
Manually implemented backpropagation and optimized with stochastic gradient descent.
Combinatoric Identities — Interactive Theorem Proving | Lean 2025
Constructed two distinct Lean proofs for the Hockey-Stick identity, one using induction and another using generating functions and the Snake Oil method.
Created two distinct Lean proofs for Vandermonde's identity, one using double counting and another using generating functions.
Bee Game — Fundamentals of Programming | Python 2023
Engineered an interactive bee game featuring a player-controlled bee and two algorithm-managed bees.
Implemented mechanics for bee movement, pollen collection, flower pollination, dynamic sinusoidal flower movement, and score tracking.
Page updated
Google Sites
Report abuse