Python Celestial Object Classification
Portfolio
Plasma Simulations
Non-neutral plasma confinement simulation in magnetic dipole traps. 50% density enhancement via NumPy/SciPy. 20x Numba acceleration.
Movie Recommendation
Knowledge/Rank-based, Similarity-based, and Matrix-factorization-based Collaborative Filtering recommendation systems.
Morningside Wagewise
High-performance C++ market data feed and local orderbook for Kalshi prediction markets. Abstracts Yes/No betting into traditional bid/ask spreads.
R10000 RISC-V Out-of-Order Processor
Synthesizable RV32I ISA processor implementation with blocking Instruction Cache, direct-mapped Data Cache, an a branch predictor
Linux Kernel Development
High-performance in-kernel hash table and Preemptive round-robin scheduler with CPU affinity management
Hotel Booking Cancellation Prediction
Logistic Regression, SVM (Linear and RBF Kernels), Decision Tree, and Random Forest models for hotel booking cancellation prediction
ClaraVisio (SPUR 2024)
Computational defogging framework using I2I translation. Novel free-floating fog dataset with Pix2Pix achieving 90% MS-SSIM.
Minerva (HackHarvard 2023)
Full stack note taking app designed to enable people who suffer from hearing loss to be able to retroactively transcribe their lectures or meetings.
Morningside Market Maker
C++ options market maker simulation with binomial tree pricing, Greeks calculation, and automated delta hedging.
Kalman Filtering for Object Tracking
Numerical solutions to precisely track moving objects in 2D and 3D (link) environments via dynamic models and state transition equations.
Customer Support Chatbot
RAG chatbot for construction companies. Full-stack LangChain + OpenAI solution with product catalog & chat history.
Trading Simulator
Python trading simulator for testing quant strategies. Realistic simulation, automated trading, portfolio management & tracking. No real risk.
Landé g-factors of Rubidium