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Sitemap: https://aksn.fun/sitemap.xml

# Akash Nath

> AI/ML developer and software engineer from Kolkata, India. 4x hackathon winner who builds AI-powered developer tools, contributes to open source, and writes about agents, startups and failure. Personal portfolio at https://aksn.fun.

## Pages
- [Home](https://aksn.fun/): about, contact links, tech stack, projects and latest posts
- [Projects](https://aksn.fun/projects): everything built, each with demo, screenshots and source
- [Blogs](https://aksn.fun/blogs): long-form posts
- [Resume](https://aksn.fun/resume.pdf): PDF resume
- [Contact](https://aksn.fun/contact): message form and social links
- [Guestbook](https://aksn.fun/guestbook): messages from visitors
- [Archive](https://aksn.fun/archive): photo gallery and music

## Projects
- [Coderrr](https://aksn.fun/projects/coderrr): Your friendly neighbourhood opensource AI Agent. CLI Tool. Source: https://github.com/Akash-nath29/Coderrr. Live: https://coderrr.aksn.fun
- [Goosy](https://aksn.fun/projects/goosy): VSCode extension to detect Vulnerabilities in your code. VSCode Extension. Source: https://github.com/Akash-nath29/goosy. Live: https://marketplace.visualstudio.com/items?itemName=null0x.goosy
- [DeceptiScan](https://aksn.fun/projects/deceptiscan): Bi-directional LSTM based browser extension to detect dark patterns. Web Extension. Source: https://github.com/Akash-nath29/DeceptiScan
- [Mention](https://aksn.fun/projects/mention): VSCode Extension to tag files in documentations. VSCode Extension. Source: https://github.com/Akash-nath29/mention

## Blog posts
- [We Can Build Almost Anything Now. That's the Problem.](https://aksn.fun/blogs/we-can-build-almost-anything-now-that-s-the-problem)
- [Is You Agent Safe?](https://aksn.fun/blogs/is-you-agent-safe): The gap between a working POC and a production-ready agent is where most teams get burned.
- [How Building a Startup Changed How I Work as an AI Engineer](https://aksn.fun/blogs/how-building-a-startup-changed-how-i-work-as-an-ai-engineer-intern): From building projects to building products: My journey
- [Building SmallGPT - Recreation of GPT2](https://aksn.fun/blogs/building-smallgpt-recreation-of-gpt2): A GPT-style transformer language model built from scratch in PyTorch, trained on OpenWebText with GPT-2 tokenization. The project demonstrates the full LLM pipeline including tokenization, transformer architecture, training optimization, and autoregressive text generation.
- [I AM a failure](https://aksn.fun/blogs/i-am-a-failure): I failed many times in life. But that doesn't stop me.

## Skills
Python, TensorFlow, PyTorch, Keras, Scikit-learn, NumPy, Pandas, SQL, Jupyter Notebook, FastAPI, Docker, Git

## Elsewhere
- [GitHub](https://github.com/Akash-nath29)
- [X](https://x.com/akashdotkeras)
- [LinkedIn](https://www.linkedin.com/in/akash-nath29/)
- [Instagram](https://instagram.com/akash_nath29)
- Email: akash.nh09@gmail.com

## Optional
- [RSS feed](https://aksn.fun/feed.xml)
- [Sitemap](https://aksn.fun/sitemap.xml)