Selected work
A few projects that show how I scope, build, and ship applied AI and workflow-heavy systems.
Featured(4)
MetaExtract
Extract 45,000+ metadata fields from any document
Production-grade metadata extraction system built for document-heavy healthcare workflows.
SignKit
Signature extraction & PDF signing — commercial desktop product
Commercial signature extraction product built from idea to paid product, including extraction, signing, and workflow tooling.
EchoPanel
macOS menu bar audio capture & transcription
macOS menu bar prototype combining native UX, audio capture, and AI transcription.
PhotoSearch
Modular AI photo workstation — semantic search, face recognition & clustering
Photo search workstation using multimodal retrieval, semantic search, and face recognition.
AI & Machine Learning(10)
Caption Art
AI-powered creative automation for visual content
Generative AI pipeline combining image analysis, style matching, and text generation via Fal AI.
EchoAI-MLX
Fine-tuned Whisper on Apple Silicon
Fine-tuned Whisper on Apple Silicon using MLX. Benchmarked against base models for accuracy and speed on domain-specific audio.
Advay Learning
MediaPipe-powered educational app for children with gesture recognition
Educational app with real-time hand tracking for children. Built with MediaPipe and Flutter for Android.
SceneGuide v3
Computer vision accessibility app for blind & elderly users (v3)
Accessibility app using CV to describe scenes and read text aloud for visually impaired users.
model-lab
On-device audio AI — MLX, Whisper & model evaluation infrastructure
Production-ready evaluation framework for ASR/TTS models with automated scorecards and multi-device benchmarking.
Waste Segregation App
AI-powered waste classification — Flutter app with Firebase & gamification
Published Flutter app with GPT-4.1-nano and Gemini Vision classification across 5 waste categories.
Insurance RAG
RAG-based insurance document Q&A system
RAG pipeline with vector embeddings and LLM-powered Q&A for insurance policies with source citations.
Frame Analyser
Video frame-by-frame AI analyser — React, TypeScript, Vite
Video analysis tool with AI-powered frame inspection using React and TypeScript.
Agents Platform
Local-first multi-agent orchestration with human-gated risk tiers
Multi-agent platform with OpenAI, Anthropic, and Ollama runtimes. Human-gated risk tiers and local snapshot persistence.
avia_new
Enterprise audio/video transcription platform with admin dashboard
Enterprise transcription platform with Whisper, spaCy NLP, and admin dashboard for business analytics.
Developer Tools(2)
CodeCollector
Codebase analysis CLI — zero-config pattern detection and complexity reports
Python CLI using AST parsing for codebase pattern detection and complexity reports.
File Info Explorer
VS Code extension for file metadata exploration
Published VS Code extension for file metadata visualization in the editor.
Product & Other(4)
Appscript Work
Freelance marketplace platform — client work via Upwork (Guus project)
Delivered as client project via Upwork. Demonstrates ability to ship production-quality work for paying clients.
ShowMeTime
Live teaching app for kids to learn clock — showmetime.com
Interactive clock-learning web app for kids at showmetime.com.
Kenya SHIF
Health insurance project for Kenya's Social Health Insurance Fund
Freelance engagement building systems for Kenya's national health insurance transition (SHIF).
AI Glossary Pro
AI terminology reference and definitions database
Quick-reference AI terminology database for practitioners.
Data & Analytics(2)
Robonomics
Robot workforce data journalism & visualization
Data journalism on robot workforce trends with interactive D3.js visualizations.
Bas5Minute
Isochrone travel maps for Indian cities
Isochrone maps for Indian cities using public transit, walking, and driving routes.