AboutProjectsVentures With DavidContact

Projects

Some of the projects are from work and some are on my own time.

55

Improving GPT-2 with Self-Distillation, Sparse Attention, and PEFT

Reimplementation of GPT-2 exploring self-distillation, sparse attention, and parameter-efficient fine-tuning (LoRA) for paraphrase detection and sonnet generation.

11

Anomaly Detection in Surveillance Video with Convolutional Autoencoders

Unsupervised convolutional autoencoder system for detecting and localizing forbidden vehicles in pedestrian-only spaces using reconstruction error heatmaps.

10

M4ROI

Agentic marketing intelligence for local businesses—turning reviews and local signals into actionable growth experiments.

30

PolicyChat Agent

Evidence-aware policy research assistant that retrieves academic sources, scores evidence quality, compares studies, and synthesizes a policy memo.