Skip to content
View Pruthvi226's full-sized avatar

Block or report Pruthvi226

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Pruthvi226/README.md

LinkedIn GitHub LeetCode Codeforces Gmail


Typing SVG


πŸ‘‹ About Me

CS undergraduate at IIIT Naya Raipur with hands-on experience designing scalable backend systems, distributed software architectures, and production-grade AI applications.

Open-source contributor to PyTorch and vLLM / LLM Compressor, with a maintainer-merged PR and a maintainer-approved PR in core ML infrastructure. Selected for Amazon ML Summer School 2026.

What I bring: β†’ Β Scalable, distributed data & ML pipelines (Databricks, PySpark, Delta Lake)
β†’ Β Evaluated models with tracked metrics (MLflow)
β†’ Β Production APIs, RAG systems, and interactive dashboards
β†’ Β Docker + CI/CD deployment readiness
β†’ Β Real, merged contributions to widely-used open-source ML infra

🎯  Actively seeking AI/ML & SWE Internships


πŸ“Œ Metric πŸ”’
πŸ€– Β AI/ML Projects 3 end-to-end
πŸ”— Β Open-Source PRs PyTorch Β· vLLM (1 merged)
πŸ’» Β Full-Stack Apps 3 production-ready
πŸ“ Β DSA Problems 400+ solved
⚑  CF Max Rating 1263 (Pupil)
πŸŽ“ Β CGPA 8.11 / 10
πŸŽ“ Β Amazon ML Summer School 2026

Profile Views


πŸ› οΈ Technology Stack

Languages & AI / ML Frameworks

Skills

Backend, Frontend & DevOps

Skills

Data, Cloud & Databases

Skills

Scikit-learn Β Β·Β  MLflow Β Β·Β  NLP Β Β·Β  RAG Β Β·Β  Time-Series Analysis Β Β·Β  Databricks Β Β·Β  PySpark Β Β·Β  Delta Lake Β Β·Β  Docker Compose Β Β·Β  JWT / RBAC Β Β·Β  FAISS Β Β·Β  Distributed Systems Β Β·Β  System Design


πŸ”— Open-Source Contributions

Project Contribution Status
PyTorch (102kβ˜…, ~21M PyPI dl/wk) Fixed return typing of torch.fx.graph.CodeGen.process_inputs using TypeVarTuple/Unpack to preserve variadic argument types (zero runtime change) β€” approved by maintainer @Skylion007 🟑 Open (PR #188287)
vLLM β€” LLM Compressor (3.5kβ˜…) Modernized legacy Optional[Dict[...]] typing to native dict[...] | None syntax in the sparsification utility and removed unused imports βœ… Merged (PR #2870)
vLLM β€” LLM Compressor (3.5kβ˜…) Built a post-calibration guard raising ValueError on missing/non-finite/non-positive KV-cache scales; refactored into a reusable validate_module_calibration pattern per maintainer @kylesayrs β€” iterated across 9 review commits 🟑 Open (PR #2887)

πŸš€ Featured AI / ML Projects

πŸ«€ CardioTwin AI

Repo

Healthcare ML Pipeline β€” Databricks Lakehouse

End-to-end cardiovascular risk prediction from PPG signals using Databricks Lakehouse (Bronze–Silver–Gold Delta Lake), PySpark, and MLflow, with reliability-adjusted late-fusion across PPG, vitals, OCR reports, and symptom history.

Raw PPG + Vitals + OCR + Symptoms
  β†’ Delta Lake (Bronze β†’ Silver β†’ Gold)
  β†’ PySpark Feature Engineering
  β†’ MLflow-Tracked Fusion Model
  β†’ OOD-Aware Surrogate Routing
  β†’ FastAPI (29 endpoints) + React
  β†’ Docker Deployment

79.49% accuracy / 0.796 F1 on subject-wise GroupKFold (15 subjects, 6,856 windows)

Python Databricks PyTorch FastAPI

πŸ”¬ Scientia.ai

Repo

Multi-Agent AI Research Platform

Production-oriented platform orchestrating 8 specialized agents (RAG, Math, Code, Citation, GitHub, Podcast) across 36 Flask routes with async job queues, bounded backpressure, and progress-polling endpoints.


πŸ“Š Metric Result
Flask Routes 36
Specialized Agents 8
Python Files 76
Unit Tests 15 / 15 passing

Runs without external API keys β€” lexical + optional FAISS/sentence-transformer semantic search.

Flask FAISS Docker Nginx

🧠 Vireon HireIQ

Repo

AI-Powered Applicant Tracking System

Production-ready ATS with JWT authentication, role-based access control (ADMIN / RECRUITER / CANDIDATE), 37 REST API routes, and React dashboards with request-traced audit logging and TTL caching.

Resume + Job Description
  β†’ Hybrid Ranking Engine
  β†’ Cosine Similarity + Skill Coverage
  β†’ Project-Evidence Extraction
  β†’ Calibrated Shortlist Score
  β†’ React Dashboard + JWT/RBAC
  β†’ Docker Compose Deployment

86% accuracy / 84% F1 across a 41-check live smoke suite

NLP FastAPI React JWT


πŸ’» Full-Stack Engineering Projects

πŸ₯ 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 Β Spring MVC Β Spring Security Β Hibernate Β MySQL Β Docker

Repo

πŸ™οΈ 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 Β Spring MVC Β Leaflet.js Β Hibernate Β MySQL Β 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 Β Spring Boot Β Spring Security Β Hibernate Β MySQL Β JWT Β Docker

Repo


πŸ“Š GitHub Analytics


πŸ† GitHub Trophies


🧩 DSA & Competitive Programming

LeetCode Stats

Platform Standing Core Topics
🟑  LeetCode / Codeforces (combined) 400+ Problems Solved Arrays · DP · Trees · Graphs · Sliding Window
πŸ”΅ Β Codeforces Pupil Β· Max Rating: 1263 Greedy Β· BFS / DFS Β· Binary Search Β· Backtracking

πŸŽ–οΈ Achievements

πŸ… Achievement Detail
πŸŽ“ Amazon ML Summer School Selected for 2026 β€” competitive program for top undergraduates across India
πŸ”— Open-Source Merged PR in vLLM / LLM Compressor; approved PR in PyTorch (102kβ˜…)
🏁 Codeforces Round 1104 (Div. 1+2) Ranked 2,458 / 24,325
🏁 Codeforces Round 1054 (Div. 3) Ranked 7,457 / 63,421
⚑ Codeforces Pupil, Max Rating 1263; 400+ DS&A problems solved
🎯 JEE Main 2024 98.25 percentile β€” Top 1.75% of 1.2M candidates nationwide
πŸ“Š Model Quality CardioTwin AI β€” 79.49% accuracy / 0.796 F1 on subject-wise GroupKFold

πŸ“œ Certifications

  • Databricks Accredited Generative AI Fundamentals β€” Jun 2026
  • Data Science & Analytics β€” HP LIFE / HP Foundation β€” Jun 2026

πŸ”­ Currently Exploring

🧠  Distributed Systems · System Design · Scalable Backend Engineering
βš—οΈ  MLOps Β· Databricks Β· PySpark Β· Delta Lake Β· Experiment Tracking
🌐  RAG Systems · LLM Fine-tuning · Prompt Engineering
πŸ”—  Deepening contributions to PyTorch & vLLM / LLM Compressor
🎯  Open-Source AI / ML Infrastructure Contributions

🀝 Let's Connect

Seeking internship opportunities in AI/ML, backend/distributed systems, and software engineering.
Open-source contributor to PyTorch and vLLM β€” I bring production-grade ownership from data pipelines to deployed, documented systems.


LinkedIn Email GitHub


"Building scalable, production-grade software β€” from open-source ML infrastructure to deployed AI products." πŸš€

Pinned Loading

  1. AI_Research_Assistant AI_Research_Assistant Public

    Python

  2. CardioTwin_AI CardioTwin_AI Public

    Python

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

    JavaScript

  4. Vireon_HireIQ Vireon_HireIQ Public

    JavaScript