I bridge the gap between PyTorch and Verilog/VHDL.
I live in the intersection of cloud and logic gates. I specialize in taking heavy computational problems (Computer Vision, AI, Optimization) and crushing them into constrained hardware with deterministic latency.
- Focus: High-throughput data paths, RTL design, and hardware-aware AI.
- Mindset: If it takes more than a microsecond, it's too slow.
The Viral One. A zero-copy, hardware-accelerated pipeline on the Luckfox Pico.
- Performance: Achieved 30 FPS on a tiny, $25 embedded Linux board.
- Tech: C++, RGA Hardware Acceleration, MAVLink.
- Impact: 19x speedup over OpenCV. Went viral on LinkedIn.
The CEO's Favorite. Real-time video processing on the Gowin Tang Primer 20K.
- Tech: Verilog, HDMI, USB 2.0 High Speed.
- Impact: Publicly praised by the CEO of Gowin Semiconductor for technical execution.
The Math. Custom implementations of ML algorithms from scratch.
- Tech: Python, Numba (JIT compilation).
- Why: I optimized the kernels for raw speed and lightweight usage.
| Domain | Tools & Technologies |
|---|---|
| Hardware (RTL) | VHDL, Verilog, SystemVerilog, Vivado, Gowin IDE |
| Software & AI | Python (PyTorch, Numba), C/C++, Bash, Linux |
| Interfaces | AXI4, Avalon Stream, UART, I2C, SPI |
| Optimization | Bayesian Optimization (BOTorch), Multi-objective Search |
Leonardo S.p.A (via Overtech Consulting srl)
- Role: FPGA Engineer (Consultant)
- Focus: High-reliability RTL design for defense/aerospace applications.
- Work: High bandwidth video processing.
- Note: Specific project details are confidential.
Infineon Technologies
- Role: R&D Intern
- Work: Developed automated circuit sizing algorithms using Bayesian Optimization. Reduced design evaluation time significantly using symbolic analysis and math-heavy optimization.
- Chess: FIDE Rating 2000. I play competitive tournaments. I like strategy.
- K1 Kickboxing: Disciplined training. I like impact.
Disclaimer: All projects and code on this repository are personal, open-source endeavors developed on personal time using commercially available hobbyist hardware. They are not affiliated with, endorsed by, or related to the proprietary technologies of my current employer or clients.