Gyanu Mayank · Generative AI Engineer

About

Engineer first. Models are the current problem set.

I work on generative AI products: document retrieval, embedding pipelines, and getting models into production without the usual pile of glue. Competitive programming is how I got used to reading other people’s code and finding the actual bug.

NIT Patna, Computer Science. I contribute to libraries I depend on — parsers, servers, tracing, CLIs — with a regression test on each patch.

4★ CodeChef · peak 1917

1000+ LeetCode problems

8.25 CGPA · NIT Patna

Experience

Current work and the path into it.

Generative AI Engineer

Jun 2024 – Present · Pune

Multi-cloud AI pipelines on AWS, Azure, and GCP with Terraform and CI.
RAG stacks over vector databases, focused on retrieval quality rather than longer prompts.
Deploy and tune LLMs for lower-latency inference in production.

Bosscoder Academy

Content Creator Intern · Jan 2023 – May 2024 · Remote

Wrote 200+ pieces on DSA, ML, and core CS, with practice sets attached.
Ran coding contests and mock interviews.

Sanity Technologies

Software Developer Intern · Jan 2024 – May 2024 · Patna

Python REST APIs and database work for internal tools.
Debugging, docs, and server-side performance.

Trustedwear Tech

Software Developer Intern · May 2023 – Jul 2023 · Patna

Acoustic classification models above 80% accuracy.
Worked through Whisper model layers; about a 20% lift in prediction quality.

Earlier: problem setting & writing

TechCurators · iMocha · GeeksforGeeks · 2021 – 2024

Designed and reviewed 400+ DSA problems for hiring platforms (TechCurators, iMocha).
Wrote CS articles for GeeksforGeeks.

Open source

Merged patches in libraries other people ship.

Small, scoped fixes with a test. The names live in the table so the intro does not have to repeat them.

Chainlit CI fails when a dependency override is declared but never applied
Gunicorn Stop writing a 500 over a response that already started
django-extensions print-sql no longer crashes when the last query is missing
Logfire Keep traces until every span in them has finished
Python-Markdown Parse inline code by walking spans instead of a brittle regex
Waitress Don’t kill the event loop when a closed socket returns EBADF
environs Return None for invalid values when eager parsing is off

All merged pull requests →

Projects

Things you can open and run.

RAG · Python 2025

Advanced RAG

Document Q&A over PDF, DOCX, CSV and more — chunking, auth, Streamlit UI, Docker.

Multi-format ingest and retrieval, not a single-PDF demo.
Packaged for deploy (Dockerfile, compose).

LLM · Streamlit 2025

LinkedIn Post Generator

Few-shot post generation from a curated dataset, with Groq in the loop.

Layered Python app: UI, generation, and data kept apart.
Topic, language, and length as first-class controls.

Llama 2 2025

Llama 2 Chat

Streamed chat over 7B / 13B / 70B with tunable inference parameters.

Replicate-backed model switch without rewriting the UI.
Chat history kept in Streamlit session state.

React · Editor 2023

CloudCode

In-browser HTML / CSS / JS editor with live preview, built on CodeMirror.

Three panes, one preview — the usual sandbox loop.
Deployed on Vercel.

React · Firebase 2023

Document Editor

Docs-style editor: create and open documents, persisted in Firebase.

React Router for list vs editor views.
Documents stored remotely, not only in localStorage.

Python · Desktop 2023

Disk Analyzer

Tkinter tool for disk cleanup: duplicates, large files, temp files, rarely used files.

Duplicate detection by MD5 hash.
Desktop GUI, not a CLI dump.

Competitive programming

Ratings and a few contest results.

CodeChef — 4★, peak 1917
Codeforces — Specialist, peak 1455
LeetCode — Knight, 1000+ problems
Scaler HACKX 2021 — 44 / 15,500
Google Kick Start 2022 — rank 1264, Round H
TechGig Code Gladiators 2023 — finalist, 150k+ field

Education

National Institute of Technology, Patna

B.Tech in Computer Science & Engineering · CGPA 8.25 · Dec 2020 – May 2024

Python C++ TypeScript RAG AWS / Azure / GCP Terraform Docker React