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Aspiring Data Scientist
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Amank-root/README.md

๐Ÿ‘‹ Hey, I'm Aman

I'm an AI/ML engineer and full stack developer from New Delhi, finishing my B.Tech at MDU Rohtak. I like the part of machine learning most people skip: getting it out of the notebook and into something fast, accessible and actually usable.

class Aman:
    role      = ["AI/ML Engineer", "Full Stack Developer", "Interface Craftsman"]
    location  = "New Delhi, India ๐Ÿ‡ฎ๐Ÿ‡ณ"
    focus     = ["RAG & retrieval", "LoRA / QLoRA fine-tuning", "Evaluation pipelines", "Next.js + TypeScript"]
    exploring = ["Genomics & SNP modelling", "MCP servers", "RL environments"]
    achievement = "๐Ÿ† 1st place, AAIPL Hackathon @ IIT Delhi (1 of 120 teams)"
    open_to   = "Remote AI/ML & full stack work โ€” full-time, contract or freelance"

๐Ÿง  Applied machine learning

Retrieval pipelines, fine-tuning and evaluation, wired into real products instead of left in notebooks.

๐Ÿ› ๏ธ Product engineering

Full-stack Next.js and TypeScript: design systems, data layers, and the unglamorous parts that keep things fast.

๐ŸŽจ Interface craft

Typography, spacing, motion and accessibility, the difference between a page that works and one people enjoy.

โš™๏ธ Platform work

CI, content pipelines, analytics and docs: the infrastructure that keeps a team shipping.

๐Ÿ”ฌ Also shipping

๐Ÿ“ฆ geoctl A CLI on PyPI that audits whether AI systems can reach, read and answer questions from your website.
๐Ÿ’ณ Better Auth Razorpay Plugin Full Razorpay integration plugin for Better Auth โ€” subscriptions, one-time payments, invoices, refunds, customers, add-ons, items, and webhook handling.

๐Ÿงฐ Tools I reach for

Machine learning & data

ML stack

Hugging Face Unsloth LoRA / QLoRA Reinforcement Learning RAG

Web & product

Web stack

Data, infra & tooling

Infra stack

๐Ÿ“Š GitHub at a glance

GitHub stats Top languages GitHub streak

๐ŸŒฑ Right now

  • ๐ŸŽ“ Finishing my B.Tech at MDU Rohtak (data science)
  • ๐Ÿงฌ Going deeper on genomics and SNP modelling: local vs long-range pattern learning
  • ๐Ÿ”Œ Experimenting with MCP servers and RL environments for agents
  • ๐Ÿ—ฃ๏ธ Pushing multilingual voice RAG toward sub-200 ms responses
  • ๐Ÿ“š Off-screen: reading, coding, travelling

๐Ÿ“ฌ Let's build something

I'm open to remote AI/ML and full stack roles, plus freelance and contract work. The fastest way to reach me is through the contact page on my site.

Contact Rรฉsumรฉ Blog



"Not a services list, just the problems I keep asking for."

footer

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  1. genome-ai genome-ai Public

    Genome AI classifies cattle breeds from SNP data using CNN and Transformer models, with built-in tools for data prep, training, and performance comparison.

    Jupyter Notebook 1

  2. YoloV8-detection YoloV8-detection Public

    This project uses YOLOv8 to detect metal bars on a conveyor belt and monitor if the conveyor has stopped moving. It provides visual alerts when the conveyor is halted.

    Python

  3. IITD_Feb26_AAIPL IITD_Feb26_AAIPL Public

    Forked from Rohit-RA-2020/IITD_Feb26_AAIPL

    Python

  4. OpenEnv-DDI OpenEnv-DDI Public

    This OpenEnv environment simulates a real clinical safety workflow: triaging drug-drug interactions (DDIs) for older adults with polypharmacy.

    Python 2

  5. better-auth-razorpay better-auth-razorpay Public

    Full Razorpay integration plugin for Better Auth โ€” subscriptions, one-time payments, invoices, refunds, customers, add-ons, items, and webhook handling.

    TypeScript

  6. Exo-Planet-AkashSetu Exo-Planet-AkashSetu Public

    AI-enabled detection of exoplanets from noisy TESS light curves, using a Box-Least-Squares transit search feeding a calibrated XGBoost + Random-Forest ensemble, plus an LLM (via Groq) that explainsโ€ฆ

    Jupyter Notebook