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Pruthvi226/README.md

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👋 About Me

CS undergraduate at IIIT Naya Raipur building production-grade AI/ML systems — from raw data pipelines and feature engineering all the way to deployed APIs and dashboards.

I specialize in turning messy real-world data into clean, explainable, and deployable AI products. Every project ships with evaluated models, FastAPI services, Streamlit dashboards, Docker configs, and documentation.

What I bring: →  Feature-engineered, reproducible ML pipelines
→  Evaluated models with tracked metrics
→  Production APIs and interactive dashboards
→  Docker + CI/CD deployment readiness
→  Full-stack ownership from data to demo

🎯  Actively seeking AI/ML & SWE Internships


📌 Metric 🔢
🤖  AI/ML Projects 3 end-to-end
💻  Full-Stack Apps 3 production-ready
📐  DSA Problems 150+ solved
⚡  CF Max Rating 1118
🎓  CGPA 8.45 / 10
🎯  JEE Main 2024 98.25 percentile

Profile Views


🛠️ Technology Stack

Languages & AI / ML Frameworks

Skills

Backend, Frontend & DevOps

Skills

Databases & Tooling

Skills

Scikit-learn  ·  LightGBM  ·  XGBoost  ·  Pandas  ·  NumPy  ·  Streamlit  ·  Plotly  ·  Hibernate ORM  ·  Spring Security  ·  JWT  ·  Docker Compose  ·  Render


🚀 Featured AI / ML Projects

🫀 CardioTwin AI

Repo

Self-Supervised PPG Intelligence Platform

Converts raw wearable PPG signals into a complete AI workflow — signal cleaning, spectrogram generation, self-supervised pre-training, uncertainty quantification, and interactive product demo.

Raw PPG Signal
  → Preprocessing + Normalization
  → Spectrogram / CV Branch
  → Self-Supervised Pre-training
  → Deep Learning Prediction
  → FastAPI + Streamlit UI
  → Docker Deployment

Python PyTorch FastAPI Docker

🌫️ AirSense AI

Repo

Air Pollution Forecasting & Risk Analytics

Large-scale pollutant forecasting with 202 engineered time-series features, region-wise AQI risk interpretation, anomaly alerts, and interactive dashboards.


📊 Metric Result
Records Processed 5.86L+
Engineered Features 202
PM2.5 R² 0.978
PM10 R² 0.883

LightGBM XGBoost Streamlit Docker

🧠 Vireon HireIQ

Repo

AI-Powered ATS & Candidate Matching System

Full-stack ATS automating resume parsing, semantic JD matching, candidate ranking, shortlist prediction, skill-gap analysis, interview kit generation, and HR assistant.

Resume + Job Description
  → NLP Parsing + Skill Extraction
  → Semantic Relevance Scoring
  → Candidate Ranking
  → Shortlist Prediction
  → React Dashboard + JWT Auth
  → Docker Compose Deployment

NLP FastAPI React JWT


💻 Full-Stack Engineering Projects

🏥 SmartClinic

Hospital Management System

Role-based hospital platform for Admin, Doctor, Receptionist & Pharmacist with billing, pharmacy, appointment scheduling, patient records, and BCrypt-secured authentication.

Java  Spring MVC  Spring Security  Hibernate  MySQL  Docker

Repo

🏙️ CivicFix+

Civic Issue Resolution Platform

Location-based complaint tracking with AI-assisted categorization, duplicate detection, severity handling, and geospatial task assignment across citizen, official, and worker roles.

Java  Spring MVC  Leaflet.js  Hibernate  MySQL  Docker

Repo

🌾 AgriConnect

Agricultural Marketplace Platform

Digital farm-to-buyer marketplace with smart crop matching, location proximity scoring, bidding workflows, advisory notifications, and JWT-secured role-based access.

Java  Spring Boot  Spring Security  Hibernate  MySQL  JWT  Docker

Repo


📊 GitHub Analytics


🏆 GitHub Trophies


🧩 DSA & Competitive Programming

LeetCode Stats

Platform Standing Core Topics
🟡  LeetCode 150+ Problems Solved Arrays · DP · Trees · Graphs · Sliding Window
🔵  Codeforces Max Rating: 1118 Greedy · BFS / DFS · Binary Search · Backtracking

🎖️ Achievements

🏅 Achievement Detail
🎯 JEE Main 2024 98.25 percentile nationwide
🏆 Hackathon Led team @ Hackathon-Xcelerate, IIIT Naya Raipur
📊 Model Quality AirSense PM2.5 R² = 0.978 on 586,000+ records
🤖 AI/ML Delivery 3 end-to-end systems: Signal AI, Forecasting, NLP/ATS
🐳 Deployment Stack FastAPI · Streamlit · Docker · Render · GitHub Actions
📐 DSA Consistency 150+ problems across LeetCode & Codeforces

🔭 Currently Exploring

🧠  Advanced Deep Learning · Transformer Architectures · Attention Mechanisms
⚗️  MLOps · Experiment Tracking · Model Registry · CI/CD Pipelines
📡  System Design · Distributed Systems · Scalable Backend Engineering
🌐  LLM Fine-tuning · Prompt Engineering · RAG Systems
🎯  Open-Source AI / ML Contributions

🤝 Let's Connect

Seeking internship opportunities in AI/ML, Python development, and software engineering.
I bring full-stack ownership — from data pipelines to deployed, documented products.


LinkedIn Email GitHub


"Building AI-powered software that turns raw data into useful, explainable, and deployable products." 🚀

Pinned Loading

  1. AI_Research_Assistant AI_Research_Assistant Public

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  2. CardioTwin_AI CardioTwin_AI Public

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  3. Translator-Project-OOPS Translator-Project-OOPS Public

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  4. Vireon_HireIQ Vireon_HireIQ Public

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