Selected Code & Systems

Projects

Open-source software, high-throughput machine learning pipelines, and full-stack platforms engineered with clean design and rigorous typing.

Data Pipelines & Machine Learning10M+ Records Processed

FlyRank ML — Internship Project

ML/data pipeline work on FlyRank's large internship data warehouse.

Engineered automated high-throughput data processing and transformation pipelines to parse, clean, and validate tens of millions of records stored across FlyRank's data warehouse. Addressed memory exhaustion in tabular operations, built reproducible EDA notebooks in Jupyter, and formatted high-dimensional feature matrices ready for machine learning model ingestion.

Key Deliverables
Tens of millions of warehouse rows ingested with chunked memory buffers
Jupyter exploratory data analysis isolating distribution anomalies and null patterns
Automated feature validation preventing numerical drift in downstream training
PythonJupyterPandasData PipelinesNumPyEDA
Full-Stack Web & E-Commerce ArchitectureFull-Stack Architecture

Coffee Shop — MERN Commerce Platform

Full e-commerce storefront with cart, JWT auth, checkout, and admin-ready backend.

An end-to-end commercial platform with modern user experience, product filtering, dynamic cart calculations, JWT-based customer authentication, encrypted credential storage, and an administration layer. Built with TypeScript for strict type-safety across client and server boundaries, styled with Tailwind CSS, and polished with Framer Motion transitions.

Key Deliverables
Client-side state management for cart synchronization and dynamic totals
JWT authorization with secure HTTP-only cookies and bcrypt password hashing
Modular MongoDB schema design with indexing for rapid SKU retrieval
ReactTypeScriptNode.jsMongoDBFramer MotionTailwind CSS

More projects land here as they're chosen

Currently curating additional research repositories covering medical vision benchmarks, autograd implementations, and clinical NLP tools.

Slot reserved for upcoming publications