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gHashTag/README.md

Dmitrii Vasilev — FPGA · ML Systems · AI Agents

Open to remote contract work · Ko Samui, Thailand 🌴 · UTC+7

Available for Hire Email Telegram Twitter


🔥 What I Do

I build hardware ML accelerators, custom number formats, and AI agent systems — from RTL to silicon.

  • FPGA RTL — custom float arithmetic, matmul cores, open-source toolchain (Yosys / nextpnr / XVC)
  • 🧠 ML Infrastructure — CPU-optimized training, quantization, ternary neural nets in Rust
  • 🤖 AI Agent Systems — multi-agent orchestration, MCP, Claude, RAG pipelines
  • 📱 React Native / TypeScript — production apps and courses since 2016

🏆 Verified Results (2026)

What Numbers
GF16 4×4 matmul on FPGA 323 MHz · 41.2 GOPS · 0 DSP48 · 0 latches — running on hardware
TinyTapeout SKY130 ASIC GDS ✅ · GL test ✅ · Precheck ✅ — chip tape-out path confirmed
Ternary LLM on $30 FPGA 63 tok/s @ 1W · 0 multipliers · open toolchain · DOI

💼 Services

Service Stack Rate
FPGA RTL design & verification Verilog, Yosys, nextpnr, openXC7, iverilog $60–100 /hr
ML infra & custom float formats Rust, Python, GF16, ternary quantization $60–90 /hr
AI agent architecture Claude, MCP, RAG, multi-agent orchestration $50–80 /hr
React Native / TypeScript RN, GraphQL, Supabase, Cloudflare Workers $40–70 /hr
Technical consulting / architecture review ML systems, FPGA, distributed compute $100+ /hr

📩 admin@t27.dev · Telegram @t27_dev · Response within a few hours


🛠 Technical Stack

FPGA / Hardware    Verilog · Yosys · nextpnr · prjxray · openXC7 · XVC/JTAG
                   openFPGALoader · Vivado · iverilog · SKY130 PDK · TinyTapeout

Systems / Research Rust · Zig · Coq · LaTeX · GF16 custom float · ternary logic
                   FPGA-validated arithmetic · open silicon flow

AI / ML            Claude Code · MCP · RAG · multi-agent systems · LLM training
                   CPU-optimized inference · neural net quantization

Web / Mobile       TypeScript · React Native · React · Node.js · GraphQL
                   Supabase · Cloudflare Workers · Gleam

Blockchain / Web3  Solana · Ethereum · ERC-20 · DeFi · DAO tokenomics

📂 Key Projects

Repo Description
trinity-fpga GF16 matmul FPGA core — 323 MHz, TinyTapeout ASIC, ring oscillator clock
tt-trinity-gf16 TinyTapeout TTSKY26a submission — GDS ✅ GL test ✅ Precheck ✅
zig-golden-float GF16 / TF3 custom float formats — bias=31, phi-structured
t27 Spec-first language for ternary compute — 31 rings, DOI
trinity tri CLI · VSA · BitNet LLM · DePIN mesh inference
trios PhD Golden Chain — 42 chapters, golden-ratio physics constants
trios-railway Railway MCP · IGLA orchestration in Rust
trinity-clara DARPA CLARA proposal · 84 Coq proofs

📈 GitHub

Repos Public Followers Since

175 repos (151 public + 24 private) · 82 followers · on GitHub since 2014

Zenodo DOIs:


🧾 Experience

Period Role
2026 – now FPGA/ML Research Engineer — GF16 matmul, TinyTapeout silicon, trinity-fpga
2025 – now VibeCoder Consultant @ Vibee — AI agents, multi-agent architectures
2024 – now Founder — NeuroBlogger · NeuroCalls — voice & content AI agents
2022–2023 Senior React Native Developer @ HAQQ (UAE) — Islamic blockchain, team of 8
2016 – now Founder — JS CAMP · JavaScript / React Native school
2015 – now Founder — LEELA Chakra AI · App Store + Google Play

🎓 Education

  • PhD in progressGolden Chain: Unification of Physical Constants via Golden Ratio (2026–)
  • State University of Management, Moscow — Management (2006)
  • AWS Community Builders member

📬 Contact

📧 Email admin@t27.dev
💬 Telegram @t27_dev
🐦 Twitter/X @t27_dev
📞 Phone +66 (96) 2401-4170
📍 Location Ko Samui, Thailand 🇹🇭 · Remote worldwide

φ² + φ⁻² = 3 · Building hardware that thinks

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