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Achievement: StarstruckAchievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: StarstruckAchievement: QuickdrawAchievement: Pull Shark

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BriskAM/README.md

Akshit Mehta

Backend-focused software developer working with Python, Java, SQL, and web APIs. I convert notebooks and experiments into production-grade, tested, deployable systems.

I am pursuing B.Tech Information Technology at MAIT and the BS in Data Science and Applications at IIT Madras. I like building practical backend systems, ML pipelines, developer tools, and data-driven applications that are easy to run, test, and deploy.

Coursework and IIT Madras project repositories are on my education account: github.com/23f3001694

Currently

  • Backend Developer Intern experience with Django REST Framework and API migration work
  • Building ML projects as production pipelines (config-driven, tested, Dockerized, CI/CD)
  • Strengthening Java backend skills with Spring Boot, JPA, PostgreSQL, and JUnit
  • Practicing DSA and problem solving for entry-level software engineering roles

Featured Work

Machine Learning & Data

Project Stack Highlights
Comment Toxicity Python, LightGBM, scikit-learn, Docker, GH Actions 4-class classifier with 66+ features, OOF target encoding, Nelder-Mead blend optimization, per-class threshold tuning — 0.817 macro F1 on 198K samples
LeafSR PyTorch, GAN, Docker, GH Actions ESRGAN-lite super-resolution pipeline for plant leaf images — Charbonnier + perceptual + FFT losses, EMA checkpointing, 8-way TTA, 7.2% MAE reduction over bicubic baseline

Backend & Full-Stack

Project Stack What it shows
TDS Quiz Solver FastAPI, LangGraph, Playwright, Docker LLM agent orchestration, sandboxed code execution, browser automation, API design
Clip Rewrite FastAPI, SQLAlchemy, Jinja2, Docker Temporary text/file sharing, uploads, syntax highlighting, expiration workflows
Redrob Resume Matcher Python TF-IDF resume matching, skill normalization, cosine similarity, standard-library only

Tech I Use

Languages: Python, Java, SQL, Bash, JavaScript, HTML/CSS
ML & Data: LightGBM, PyTorch, scikit-learn, Pandas, NumPy, Jupyter
Backend: FastAPI, Flask, Django REST Framework, SQLAlchemy, REST APIs
Databases: MySQL, SQLite, MariaDB, MongoDB, PostgreSQL basics
DevOps & Tools: Git, Docker, Linux, GitHub Actions (CI/CD), macOS

Links

Popular repositories Loading

  1. SC-E SC-E Public

    This repo includes solutions for VM problems for the System Commands subject of IITM BS Online Degree

    Shell 57 9

  2. MAD-1-L MAD-1-L Public

    This repo includes the solutions for Lab assignments of Modern App Development-1 subject of IITM BS Online Degree

    Python 40 12

  3. clip-rewrite clip-rewrite Public

    Python 1

  4. Kotatsu-Redo Kotatsu-Redo Public

    Forked from Kotatsu-Redo/Kotatsu-Redo

    Manga reader for Android

    Kotlin 1

  5. Tic-Tac-Toe-with-AI-HS Tic-Tac-Toe-with-AI-HS Public

    Python

  6. Take-a-Break Take-a-Break Public

    Forked from Codeweavers1610/Take-a-Break

    Take control of your breaks with self-destructing tabs! Set a custom time limit for browsing, and when time's up, the tabs close automatically, keeping you focused and productive.

    CSS