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Reena1912/README.md

Hi there, I'm K. Reena

A Recent graduate CSE student · AI & ML · Data Analysis · Hackathon Winner 🏆

GitHub followers   Profile views


About Me

  • A Recent graduate B.Tech CSE student from Rungta College of Engineering & Technology, Chhattisgarh (CGPA: 8.0+)
  • Hackathon Winner — 2nd Place at Hack for Impact 2024, recognized by BoAt CEO Aman Gupta
  • Love building robust Python backends + clean, minimal frontends
  • Passionate about Generative AI, making complex AI accessible and practical
  • Always learning something new in the AI/ML space
  • Experienced with cloud deployment on Render, Railway, and Supabase

Tech Stack

NLP & Machine Learning

LLaMA Groq API Scikit-learn NLP Zero-Shot Learning

Languages & Frameworks

Python FastAPI SQL HTML5 CSS3 Tailwind CSS

Data Engineering & ML Tools

Pandas NumPy Matplotlib Plotly NetworkX Power BI

Databases & Cloud

PostgreSQL Supabase Render Railway AWS Oracle Cloud

Dev Tools

Git GitHub Postman Streamlit JWT


Projects

Transforms long-form articles into platform-ready content for Twitter, LinkedIn, Instagram, Newsletter & Medium — in seconds.

  • Leverages Groq's LLaMA 3.3 70B with zero-shot learning to generate 5 platform-optimized outputs
  • Full-stack FastAPI backend with JWT authentication (bcrypt hashing, 24h token expiry, 5-check password validation)
  • PostgreSQL on Supabase for user management & history tracking; deployed on Render

Python FastAPI LLaMA PostgreSQL Supabase


Smart problem recommender that analyzes your submission history and targets your weak spots.

  • Identifies weak topics using failure-rate analytics and dynamically recommends unsolved problems with difficulty fallback logic
  • GraphQL integration with LeetCode API for real-time profile analysis across 3000+ problems
  • Data pipeline (Fetch → Process → Analyze) with <1 second analysis time
  • Personalized rankings using custom weakness-score algorithm

Tech: Python • GraphQL • Data Engineering • APIs

Python FastAPI Pandas Railway


AI-powered legacy code analysis tool that automates documentation, detects code smells, and maps dependencies.

  • Novel algorithm combining AST analysis + graph-based dependency mapping — automates 90% of legacy documentation, reducing developer onboarding time by 40%
  • Mapped 10,000+ inter-module relationships across 7+ codebases using NetworkX & Graphviz
  • Detects 6+ code smell types (dead code, duplicates, magic numbers, circular deps) with complexity heatmaps
  • Multi-format output pipeline (HTML, Markdown, JSON) + interactive Streamlit dashboard

Python AST NetworkX Streamlit Plotly


AI-powered web app that analyzes patient medical reports using multiple virtual medical specialists.

  • Transforms complex medical reports into clear, structured summaries using Generative AI
  • Multi-specialist virtual consultation engine — makes medical report interpretation accessible to all

Python GenAI


Hack for Impact — Startup × Investor Matchmaking Platform 🏆

Intelligent matchmaking platform connecting startups with investors — built at a national hackathon.

  • ML-driven entity extraction & similarity scoring to match startups with relevant investors and incubators
  • 2nd Place at national hackathon, awarded by BoAt CEO Aman Gupta

Python Machine Learning NLP


Experience

** Data Analytics Research Intern** — VOIS for Tech Program

  • Automated data transformation pipelines for multi-domain datasets with preprocessing, validation & statistical analysis
  • Research-grade data quality analysis across 5+ structured datasets — custom algorithms for anomaly detection, missing data imputation & feature engineering
  • Built and optimized 3+ end-to-end ETL pipelines focused on scalability and production reproducibility
  • Collaborated via Git/GitHub, documented technical methodologies and experimental workflows

Education

Degree Institution Score Year
B.Tech — Computer Science & Engineering Rungta College of Engineering & Technology, Chhattisgarh CGPA: 8.0+ 2022 – 2026
Class 12th Sree Narayana Guru Vidya Bhavan, Bhilai 78.8% 2020 – 2022
Class 10th Sree Narayana Guru Vidya Bhavan, Bhilai 89% 2020

Awards & Certifications

** Hack for Impact Hackathon 2024 — 2nd Place** (National Level)

Recognized by BoAt CEO Aman Gupta for building an ML-powered startup-investor matchmaking platform

** Certifications**

Oracle AWS GitHub Postman GenAI


GitHub Stats


Get in Touch

   

Open to collaborations on AI tools, NLP research, backend systems, and anything that pushes the boundaries of what LLMs can do!


✨ "Build things that matter." ✨

Pinned Loading

  1. problem-recommender problem-recommender Public

    Developed an AI-powered leetcode recommender system to solve the bottleneck of manual problem selection. I built a pipeline that scrapes and analyzes problem metadata, then uses custom algorithms t…

    Python 2 1

  2. -VOIS_AICTE_Oct2025_K-Reena -VOIS_AICTE_Oct2025_K-Reena Public

    Jupyter Notebook

  3. Ai-content Ai-content Public

    HTML

  4. Codebase_Archeologist Codebase_Archeologist Public

    Forked from Samriddhi244/Codebase_Archeologist

    Python 1

  5. Codefixer-AI Codefixer-AI Public

    An intelligent coding assistant that reviews your code, detects bugs, and suggests improvements. Includes submission history, beginner-friendly AI tools, language resources, and real-time code anal…

    JavaScript