I build AI that runs in the real world: on-device & edge inference on constrained hardware, LLM/agent/RAG systems, and the full-stack apps that ship them to users. Electronics & Communication Engineer (B.E.), 5+ years and 20+ projects across mobile, web, and cloud.
🔭 edge/on-device AI · 🤖 LLM agents & RAG · 🎙️ real-time voice & vision · 📱 full-stack delivery
Edge & on-device AI
| Project | What it is |
|---|---|
| models-edge-devices | Split-architecture edge AI: YOLO → LoRA-tuned TinyLlama on NPU/BPU; INT8/GGUF quantization, llama.cpp, MLX |
| pocket_ai | Real-time YOLO11 obstacle detection for edge devices — depth estimation, spatial reasoning, spoken guidance (<30ms) |
LLM systems, agents & RAG
| Project | What it is |
|---|---|
SimpleMem · @sheriax/simplemem |
Lifelong memory for LLM agents — semantic compression + vector search, ~30× fewer tokens than full-context |
| llm-rag | RAG over your PDFs: embeddings + vector search + LLM Q&A |
| llm-council | Multi-agent LLM consensus: models answer, peer-review anonymously, a Chairman synthesizes |
Real-time voice & media AI
| Project | What it is |
|---|---|
| ai-voice-call-plugin | React voice-call widget on the Gemini Live API — accessible, themeable, published to npm |
| video-composer | AI short-form video pipeline: TTS + Whisper + GPT-4 Vision → TikTok / Shorts / Reels |
| audio-transcription | Upload/record audio → AI transcription |
- Kizu — AI personal-finance app: ML Kit OCR receipt scanning + Claude for transaction extraction & insights (Flutter)
- Chatiko AI — AI chatbot companion, live on Google Play
- Talky — language-learning app with AI content moderation
@sheriax/simplemem(npm) — LLM agent memory + vector searchaws-nuke-all(npm) — delete all AWS resources across regionsflutter_stripe_connect(pub.dev) — Stripe Connect for Fluttertranslations_code_gen(pub.dev) — type-safe translation codegen for Dart
Drawink (collaborative whiteboard) · Cubanin & Echify (social commerce) · RouteX (logistics, offline-first GPS) · Nidaa & TNTJ apps — cross-platform with Flutter, React Native (Expo), Next.js.
AI/ML: LLMs (Claude · Gemini · OpenAI · OpenRouter · local) · RAG · vector search · LoRA/MLX fine-tuning · llama.cpp · ONNX · YOLO · ML Kit Languages: TypeScript · Python · Dart · Rust · Kotlin Frameworks: Next.js · React · React Native (Expo) · Flutter · Node.js / NestJS / Fastify Cloud/Infra: AWS · GCP · Firebase · Docker · Kubernetes · Cloudflare · GitHub Actions
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