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VedantPanchal23/README.md

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🧠 About

class Vedant:
    degree     = "B.Tech AI & ML  ·  CSPIT Charusat  ·  2027  ·  CGPA 8.6"
    interned   = ["IIIT Bangalore — CTRI-DG", "HUDE Labs IT Solutions"]
    builds     = "Production AI systems — not just notebooks"
    stack      = {
        "intelligence"  : ["PyTorch", "LangChain", "RAG", "HuggingFace", "MLflow"],
        "infrastructure": ["FastAPI", "Spring Boot", "Kafka", "Airflow", "Docker"],
        "interface"     : ["React", "Next.js"],
    }
    now        = "Open to AI/ML · GenAI · Backend internships"

The gap between a Jupyter cell and a system running in a hospital — that's where I work.


🚀 Featured Projects


🏥 Zydus Lifesciences — AI Predictive Maintenance & Oncology Asset Intelligence

Real-time AI/IoT platform monitoring 20 pharmaceutical cleanroom & oncology radiation units at Zydus Lifesciences.
Live industrial telemetry streams via OPC-UA & Apache Kafka → TimescaleDB → Physics-Informed ML Ensemble (XGBoost + LSTM Autoencoder).
Kernel SHAP root-cause attribution · US FDA 21 CFR Part 11 SHA-256 cryptographic audit trails
· ReportLab PDF Dossiers. Airflow automated PSI drift retraining DAGs · Swiss Clinical UI · Batch risk mitigation up to ₹9.5 Crore INR per asset.

Python FastAPI React Kafka TimescaleDB Redis PyTorch XGBoost Airflow Docker Kubernetes FDA 21 CFR Part 11

View Repo


📞 CallIQ — LLM-Powered Call Quality Analyzer

LLaMA 3.1 scores every support call against a dynamic Quality Standard Definition Document.
distilBERT sentiment · KMeans clustering · RandomForest prediction · IsolationForest anomaly detection.
RAG chatbot over ChromaDB — managers query thousands of calls in plain English. Zero humans listening.
Bronze → Silver → Gold ETL pipeline in DuckDB. Built at Kenexai Hackathon 2K26.

LangChain LLaMA HuggingFace ChromaDB DuckDB FastAPI React Docker

View Repo


🪐 OrionIDE — AI-Powered Cloud Development Environment

Zero-install browser IDE. Google Drive as filesystem via OAuth 2.0.
Sandboxed code execution in 18+ languages via Piston engine.
7-service microservices backend · Redis Pub/Sub · JWT auth · real-time SSE streaming.
6-agent autonomous AI pipeline: Planner → Designer → Implementer → Reviewer → File → Run Agent.
163 tests across all services. Production Docker with health checks, JSON logging, resource limits.

Node React Redis Nginx LLaMA DeepSeek Docker JWT

View Repo


🏛️ College ERP — IIIT Bangalore Internship

Production multi-tenant College Administration ERP built during internship at IIIT Bangalore.
Exam management with automated seating allocation engine · hall ticket generation · grade auto-calc.
Real-time placement eligibility rule engine: CGPA · backlog · branch rules per drive.
9-role Keycloak OIDC PKCE auth (PLATFORM_SUPER_ADMIN → STUDENT/RECRUITER) · Swagger/OpenAPI docs.

Java Spring React Keycloak PostgreSQL Flyway Docker GH Actions

View Repo


🛠 Tech Stack

Intelligence

Python PyTorch LangChain HuggingFace MLflow scikit-learn XGBoost

Infrastructure

FastAPI Spring Boot Node.js Kafka Airflow Nginx Docker Keycloak

Interface

React Next.js JavaScript

Databases

PostgreSQL MongoDB Redis MySQL TimescaleDB ChromaDB DuckDB

DevOps & Cloud

GitHub Actions Google Cloud Linux Git


📊 Activity

Activity Graph


🐍 Contribution Snake

contribution snake

💼 Experience

Role Organisation Period
Software Engineer Intern IIIT Bangalore — CTRI-DG Jun – Jul 2026
Software Engineer Intern HUDE Labs IT Solutions, Bangalore May – Jun 2025
Kenexai Hackathon Built CallIQ — LLM call analytics 2026
Odoo Hackathon Built DayFlow — full-stack HRMS 2025
B.Tech AI & ML CSPIT, Charusat University 2023 – 2027

Pinned Loading

  1. CallIQ CallIQ Public

    LLM-powered call quality analyzer using LLaMA 3.1, LangChain, RAG (ChromaDB), distilBERT NLP pipeline — built at Kenexai Hackathon

    Python

  2. zydus-predictive-maintenance zydus-predictive-maintenance Public

    AI-Powered Predictive Maintenance & Oncology Asset Intelligence Platform for Zydus Lifesciences. Features real-time Kafka & OPC-UA telemetry streaming, physics-informed ML ensemble (XGBoost, LSTM, …

    Python

  3. OrionIDE OrionIDE Public

    AI-powered cloud IDE — Google Drive filesystem, 7-service microservices, multi-agent AI pipeline with LLaMA 3.3 70B and DeepSeek Coder V2

    JavaScript 1

  4. Venisha31/DayFlow Venisha31/DayFlow Public

    JavaScript