Index of Work · 2024 — 2026

Projects, in full.

A long-form list of the things I’ve actually built — transformer LLMs, ML pipelines, computer-vision systems, and a few web tools along the way.

AIMachine LearningComputer VisionFull-StackData ScienceNLPPredictive ModelingForecastingAIMachine LearningComputer VisionFull-StackData ScienceNLPPredictive ModelingForecasting
01
April 2026

Ground-Up Large Language Model

A custom transformer trained from scratch on H100 clusters.

PythonPyTorchA100/H100
  • —Architected a custom transformer-based neural network from the ground up, executing distributed pre-training pipelines across high-performance A100/H100 GPU clusters to optimize the model architecture.
  • —Fine-tuned conversational behavior using a curated proprietary dataset and engineered a stable deployment pipeline to serve the optimized model weights via a live, web-hosted interface.
Visit live site↗View on GitHub→
02
September 2026

VIGIL (First Place, Steelhacks XIII)

AI Video Security Platform with Real-Time Threat Detection and Alerting.

Next.jsLoRAMultimodal AI
  • —Engineered an automated surveillance system leveraging custom trained video encoders for rapid anomaly screening paired with multimodal VLMs to analyze incidents across continuous CCTV footage in real time.
  • —Developed a full-stack operator workspace featuring automated risk scoring, timestamped incident timelines, and multi-channel audio dispatch via speech synthesis APIs.
Visit live site↗View on GitHub→
03
August 2026

Fine-Tuned Local AI Coding & Voice Assistant

Fine-tuned 9B Coding Assistant with Local voice agent for hands-free use.

PyTorchUnslothQLoRA
  • —Fine-tuned a 9B parameter LLM via QLoRA to optimize code generation and reasoning, surpassing the larger Qwen 3.5 27B model on 7 standard coding benchmarks.
  • —Deployed a fast, local voice agent using STT & TTS pipelines with an LM Studio backend for live hands-free use.
View on GitHub→
04
February 2026

Real-Time Prediction Market Arbitrage SaaS

Live arbitrage scanner across Kalshi & Polymarket.

PythonFastAPIGoogle Stitch
  • —Engineered a Python scanner to instantly detect profitable arbitrage bets across Kalshi and Polymarket.
  • —Built an interactive dashboard to sort live market spreads by profit margin with direct execution links to exchanges.
Visit live site↗View on GitHub→
05
September 2025

AI Resume Builder for Veterans

Translates military roles into job-ready resumes.

TypeScriptNext.jsTailwindGemini
  • —Built an AI resume builder with Next.js that translates military roles into professional, job-ready bullet points.
  • —Designed a complete workflow for users to generate, customize, and download a polished resume online.
Visit live site↗View on GitHub→
06
October 2024

College Real Estate Predictor

ML model beating Zillow estimates for student rentals.

PythonNumPySci-Kit LearnPandas
  • —Created a machine-learning model to provide more accurate current and future housing value and rent predictions than Zillow estimates, tailored for landlords and investors.
  • —Merged and gathered student and property data using Pandas for analysis and predictions.
View on GitHub→
07
July 2024

AI Soccer Analysis System

Computer vision pipeline for match analysis.

PythonOpenCVYOLO
  • —Developed an AI/ML system using Python and computer vision to analyze football/soccer matches.
  • —Implemented real-time object detection to analyze player movement and important game events.
  • —Provided valuable insights to improve match evaluation and strategy.
View on GitHub→
08
November 2024

AI Affirmations Generator

Generates personalized affirmations using AI.

TypeScriptNext.jsTailwindGemini
  • —Built a web application that generates personalized affirmations using AI.
  • —Implemented a design-focused, user-friendly interface for users to provide input via chatbox and receive tailored affirmations.
Visit live site↗View on GitHub→
09
September 2024

Live Translator

Real-time speech translation across languages.

FlaskPythonSpeech RecognitionGoogle Translate
  • —Built a real-time web app that translates live speech across languages using Flask and speech recognition.
  • —Integrated speech recognition to capture spoken words and Google Translate API for multilingual translation.
Visit live site↗View on GitHub→