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Midnight shipper!
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lonexreb/README.md

Hey, I'm Shubhankar πŸ‘‹

Building Computer Vision infrastructure & AI-native Sports Analytical tools at Paloa Labs in Palo Alto, CA.

I'm obsessed with making AI agents that actually work β€” event-driven systems, reinforcement learning from human feedback, and tools that turn messy real-world interfaces into clean APIs.


πŸ”¨ What I'm Building

Developer Tools & Platforms

Project What it does
🌐 site2cli GitHub stars GitHub forks Turn any website into a CLI/API for AI agents β€” v0.6.0 on PyPI with crawl, monitor & screenshot commands, LLM-powered structured extraction, proxy support, OAuth device flow, multi-site orchestration, browser sessions, workflow recording, background daemon, unified MCP server, 500+ tests passing
πŸ”¬ MCPstudio The Postman for MCP β€” visual platform to create, test & manage MCP servers. FastAPI + React + Zustand + React Query + shadcn/ui, DDD backend, feature-sliced frontend, connection wizard, tool execution engine, settings, tools library, resources/prompts browsers, onboarding tour, execution history & server discovery
🧩 zigsaw AI workflow automation platform β€” chat or drag-and-drop to build workflows. Multi-AI (Claude, GPT, Gemini, Groq), instant API deployment, 100+ integrations
πŸ”­ kalam Terminal agent for scientific research, chip design, hardware engineering & systems security β€” built on Deep Agents SDK. MCP tool servers: arXiv, Yosys, ngspice, nmap, Ghidra, Icarus, GTKWave, SymPy. Named after Dr. APJ Abdul Kalam
πŸ”„ mobius High-performance framework for autonomous ML experimentation β€” Rust + Go + Python
🌟 morningstar Autonomous coding agent that turns Notion PRDs into working code β€” reads requirements, analyzes codebases, generates implementations with tests, commits & sends Slack progress updates. Powered by Claude Code
🧱 deepagents Batteries-included agent harness β€” LangChain + LangGraph with planning, filesystem ops, shell access, sub-agent spawning & auto-summarization. pip install deepagents

AI Agent Systems & RL

Project What it does
πŸ™ tentalis ADHR meta-RL framework β€” AI agents that continuously learn from manager feedback via GRPO/CISPO/DAPO training, NATS messaging, process reward models & HaluGate hallucination scorer
⚑ RLYX-enhancer Hackable GRPO training framework with high-speed weight sync for multi-node RL
πŸ€– AGI-INC HALO-Agent β€” browser automation agent for AGI Inc's REAL Benchmark (112 web tasks across 11 sites). v5 with Gemini 3.1 Pro, scoring 38.5% on zero-site tasks
πŸŽ“ university-sim Multi-agent university simulation benchmark with Concordia GM + OpenClaw coordination + emergence metrics
🌸 flwr-frl-kit Federated RL Kit for flower.ai β€” contributing federated reinforcement learning to the Flower ecosystem
πŸ“ˆ DeepFinRL-UMass Multi-agent RL for automated stock trading & personalized ETF curation β€” hierarchical MARL with Director Agent + specialist analysts, LLM sentiment, PPO/CPPO/GRPO algorithms

F1 & Motorsport AI

Project What it does
🏎️ aero-agent CFD-aware research assistant for F1 aerodynamicists β€” synthesize literature, correlate CFD, optimize every simulation hour under FIA ATR constraints
πŸ” sim-scout Automated literature-to-simulation pipeline for automotive CFD β€” from published paper to benchmarked OpenFOAM simulation in hours, not weeks
🏁 f1-design-ai AI-assisted F1 car aerodynamic design pipeline β€” Blender parametric geometry + OpenFOAM CFD + ParaView analysis, orchestrated by OpenClaw

Founder Performance & Health

Project What it does
🧬 FounderAgent Autonomous health-aware AI agent β€” reads your biometrics, blocks calendar, sets Slack DND, sends recovery protocols
πŸ† FounderLeague Gamified league platform where founders compete on readiness, sleep quality & recovery β€” anti-hustle-culture leaderboards
🧠 GameDay-AMS Cognitive Performance System for Founders β€” sports science meets knowledge work
πŸ”‹ FocusFuel-API Developer API that transforms wearable health data (HRV, sleep, training load) into cognitive performance predictions β€” 35 tests passing
🩺 AgentKit-Health Marketplace of pre-built AI agent templates for health workflows β€” Sleep Coach, Burnout Detector, Recovery Agent & more
πŸ’ͺ grithub Sports & healthcare platform with physiological simulation β€” FastAPI + BioGears integration for training plan generation. Hacklytics 2025 winner

Applied AI & Data

Project What it does
πŸ€ paloa-claw Personal basketball AI training assistant
πŸ₯ clinical-trials-api ETL pipeline & REST API for ClinicalTrials.gov data β€” PostgreSQL, live on Render, built for OpenAlex integration
πŸ“§ sdr-automation Multi-step agent pipeline for SDR research and outreach β€” YC AI Hackathon project, built on Zigsaw
πŸ“Ί zigsaw-labs AI-powered video ad creation & optimization β€” auto-generates, tests, and optimizes short-form video ads across TikTok, IG Reels & YouTube Shorts
πŸ“ grammer-paraphrase-system Grammar correction & paraphrasing system with clean DDD architecture
🏠 HandyHommieAI AI-powered home appliance command center β€” upload manuals, ask questions, auto-call manufacturer support
🎯 growthclaw Autonomous founder-scouting outbound engine for Crowdstake AI β€” 3-stage pipeline (discover, enrich, draft), scrapes Product Hunt/Reddit/IH, scores leads 1-10, ~$0.02/lead. Built with OpenClaw at Austin Hackathon
πŸ”² kalam-placer Chip design macro placement optimizer β€” Partcl + Hudson River Trading competition ($20K prizes). Balances routing congestion, timing, power delivery & area on ibm01 benchmark

Fun & EdTech

Project What it does
β™ŸοΈ dolphine-chess Multi-tenant SaaS chess academy management platform
🍁 Maple Emotion-aware AI tutoring companion β€” Hume EVI for emotion detection, DataBricks (DBRX + LanceDB) for RAG, Midnight blockchain for student data integrity. Smart topic breakdown & empathetic practice quizzes
πŸƒ blackjack-for-toddler Toddler-friendly Blackjack that teaches numbers & addition β€” React PWA with Capacitor for iOS
πŸƒ poker-for-toddler Texas Hold'em for kids (ages 4-9) with toy cars, gems & crowns β€” React PWA on Vercel
πŸ•‰οΈ Mahamrutyunjay-Mantra-Counter macOS desktop app for tracking Mahamrutyunjay Mantra chanting β€” voice detection, visual progress 1-108

🧠 Areas of Focus

  • AI Agent Systems β€” event-driven architectures, multi-agent coordination, tool use, autonomous coding agents
  • Reinforcement Learning β€” GRPO, DAPO, CISPO, process reward models, RLHF, hallucination scoring
  • Developer Tools β€” MCP servers, CLI generators, API discovery, workflow automation, agent harnesses
  • Applied ML β€” federated RL (flower.ai contributor), deep finance RL, chip design optimization
  • Founder Performance β€” biometric-driven agents, cognitive performance systems, gamified health optimization
  • Health & Wellness AI β€” agent templates for wearable data, sleep coaching, burnout detection
  • F1 & Motorsport AI β€” CFD-aware research assistants, aerodynamic optimization under FIA constraints, literature-to-simulation pipelines
  • EdTech β€” emotion-aware tutoring, gamified learning apps for toddlers, math through card games

πŸ› οΈ Tech Stack

Python TypeScript Rust Go Swift React FastAPI PyTorch LangChain NATS Pydantic Docker Playwright Next.js Supabase MongoDB PostgreSQL OpenFOAM

πŸ“« Find Me

Portfolio Zigsaw LinkedIn


"Ship beats perfect" β€” I build things that solve real problems, then open-source them.

Pinned Loading

  1. site2cli site2cli Public

    Turn any website into a CLI/API for AI agents

    Python 19 6

  2. tentalis tentalis Public

    Managers managing AI agents with appraisal-style feedback loops using RLHF/GRPO

    Python 2

  3. flwr-frl-kit flwr-frl-kit Public

    Developing the RL KIT for flower.ai

    Python 1

  4. university-sim university-sim Public

    Multi-agent university simulation benchmark: Concordia GM + OpenClaw coordination + Moltbook emergence metrics. Compare LLM providers on agent coordination.

    Python 1

  5. AgentKit-Health AgentKit-Health Public

    Marketplace of pre-built AI agent templates for health workflows. Deploy Sleep Coach, Burnout Detector, Recovery Agent & more in minutes.

    TypeScript

  6. HandyHommieAI HandyHommieAI Public

    AI-powered home appliance management platform β€” upload manuals, ask questions, track warranties, auto-call support

    Python