Electrical Engineer with CS Specialization. Building Full Stack Systems and applications along with data-oriented projects and AI systems.
- 🔭 I’m currently working on Full Stack Development & AI Agents.
- 🌱 I’m currently focusing on: NLP, Computer Vision, Transformers, CodeLLMs.
- 📬 Reach me at: punyak.dei@gmail.com
| Category | Technologies |
|---|---|
| Languages |       |
| Backend |   |
| Deployment |     |
| Machine Learning & AI |     |
| Data Eng & Storage |      |
I actively contribute to popular open source repositories. Here are some of my recent contributions:
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Production-grade URL shortener: FastAPI + ReactJS, JWT auth with sessionStorage, DynamoDB, bijective short-code generation, and 302 redirection. Deployed on AWS EC2 (t3.micro) with IAM role auth, elastic IP, and Caddy SSL. (Private Repository) |
Full-stack deployment of sentiment classifiers in Scikit-learn and JAX frameworks. Inferences handled via FastAPI on a Railway backend, connected to a vanilla JS frontend on Vercel. |
|
Optimized machine learning algorithms and tools implemented with Cython for high performance and reduced Python overhead. (Private Repository) |
Structured a robust research workspace focusing on multimodal product price prediction from catalog text descriptions and images. Benchmarked TF-IDF + LightGBM to BERT fine-tuning regressors. (Private Competition Codebase) |
|
Implemented a tabular Q-Learning agent for Tic-Tac-Toe. Fully reproducible training using configurable hyperparameters and random seeds via config.yaml. |