Projects
Things I have designed and built.
Personal Projects
Tracium
A lightweight, cross-platform desktop network health monitor for home connections — continuous latency/jitter/loss tracking, speed tests, Wi-Fi diagnostics, bufferbloat grading, and exportable reports.
active-development
TextStruct
A local-first extraction pipeline that turns scanned textbooks into structured, LLM-ready data — layout-aware OCR, deterministic math cleanup, pedagogical role classification, and LanceDB output.
active-development
SLM From Scratch
Training small language models (75M-500M params) from scratch on a single consumer GPU — a hands-on exploration of transformer training, scaling behavior, and what's actually achievable without a GPU cluster.
research
FrameWeaver
An automated multi-agent pipeline that generates explanatory videos from a natural-language topic — research, script planning, image generation, and voice synthesis, coordinated across a single consumer GPU.
active-development
Knowledge Resources
Professional Projects
AIPathshala
An educational SaaS platform that ingests textbooks and helps teachers generate lessons via retrieval-augmented generation, with a document-editor-grade lesson editor and a Discord-inspired school administration system.
active-developmentSalesTaxGST
A custom AI platform built for a Sales Tax / GST consultant — document ingestion over a large real-world corpus, hierarchical RAG, cross-chat conversational context, and assisted drafting of appeals and similar tax documents.
productionLead Classification System
A machine learning system for automatically classifying inbound business leads, achieving approximately 89% classification accuracy — an end-to-end ML prototype that automated a workflow previously handled manually by multiple team members.
archived