Optimizing neural networks for edge devices, building open-source AI solutions, mentoring the next generation
- 🧠 Optimizing AI models for FPGA deployment
- 🏗️ Contributing to NNGEN for neural network acceleration
- 🔗 Exploring blockchain applications in edge computing
- 👨🏫 Mentoring students at NFSU Goa
| 🔵 Expert | 🟢 Proficient | 🟡 Intermediate |
|---|---|---|
| Python | FPGA Design | Web Development |
| PyTorch | C Programming | Julia |
| NNGEN | Git/GitHub | Scikit-learn |
| HTML/CSS | Verilog | SQLite |
Here's an overview of my GitHub activity, including contributions, top languages, and achievements.
-
AI Trade - AI trade bot
- Tech: Python, Ollama, FastAPI, YFinance, News API, Text Blob
- Impact: trade margins improved by 50%
-
AI Chat - Lightweight conversational AI platform
- Tech: Python, Ollama, FastAPI
- Impact: Reduced response latency by 30% compared to alternatives by utilizing asynchronous routines with FastAPI
-
Handwritten Devanagari Recognition
- Tech: TensorFlow, Keras, NumPy
- Result: 94% accuracy on real-world handwritten samples
-
- Tech: Python, Flask, Web3.py
- Features: Smart contract deployment, wallet management, transaction analysis
- Mentored six students through their master's theses (2025)
- Completed RG Marathon 5K (2024)
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This work and its derivatives may only be used with full attribution to the original author.
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For complete details, refer to the accompanying License Agreement.
