I'm a passionate developer focused on bridging ideas and execution—taking ML, backend, and automation projects from rough prototype to robust, documented, and deployable solutions. I thrive on building real, useful things and making the journey from "it works!" to "anyone can use it."
India (UTC+5:30)
- Deep Learning & ML Systems
- AI/LLM Agents & Automation
- Data Engineering & Analytics
- Developer Tooling & Productivity
- NEXUS AI: Terminal-style interface powered by AI (think next-gen CLI with copilots)
- Practical ML apps: recommendations, fraud detection, summarization
- Cleaner docs & CI/CD for all projects—shipping is the fun part, but polish is power
Languages:
ML/AI:
Backend:
Data:
Pandas, Polars, SQL (Postgres), DuckDB
DevOps:
Docker, GitHub Actions, Basic Cloud Deployments
Tools:
Git, Linux, VS Code, Jupyter, Postman
| Project | Description | Tech Stack | Links |
|---|---|---|---|
| NEXUS AI | Terminal assistant with AI copiloting | Python, FastAPI, LLMs | Repo |
| Movie Recommendation | Content-based + mood/emotion input | Python, scikit-learn | Repo |
| UPI Fraud Detection | Baseline anomaly/threat detection | Python, Pandas | Repo |
| Multi-Agent README Generator | Automated documentation draft | Python, OpenAI, Github APIs | Repo |
| SMS Spam Detection | Classic NLP pipeline | Python, scikit-learn | Repo |
| YouTube Video Summary | Summarize via transcripts | Python, HuggingFace | Repo |
| Job Snipper | Job opportunity aggregator/filters | Python, Web Scraping | Repo |
Find more on my GitHub profile
- Start simple → make it reliable → optimize
- Favor clear interfaces, modular code, and testing for critical paths
- Document enough to onboard future-me (and collaborators)
- Automate repetitive steps (formatting, lint, CI, checklists)
- Pragmatic about tools, not dogmatic
- More robust evaluation for LLM/agent systems
- Practical RL and retrieval workflows
- Stronger data pipelines & observability for ML in production
- Portfolio: kunjshah95.github.io/kunjs-portfolio-website.io
- LinkedIn: linkedin.com/in/kunjshah05
- Email: [email protected]
- X/Twitter: @INDIA_KUNJ
Always open to collaborations, feedback, or a good developer chat!
Last updated: 2025-08-31 04:31:36 UTC