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parthtiwari-dev/README.md

πŸ‘‹ Hi, I'm Parth Tiwari

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πŸš€ About Me

Building intelligent systems that solve real problems.

I'm a B.Tech Computer Science graduate and current PG student in Data Science & GenAI, specializing in production-grade AI applications. My work spans real-time ML systems, RAG pipelines, fraud detection, and enterprise-grade Python architecture.

class ParthTiwari:
    def __init__(self):
        self.location = "Bengaluru, India πŸ“"
        self.role = "AI Engineer"
        self.focus = ["ML Systems", "RAG Pipelines", "LLMs", "MLOps"]
        self.latest_work = "UPI Fraud Detection + Evidence-Based Drug RAG"
        self.goal = "Building production AI systems πŸš€"

πŸ› οΈ Tech Stack

Category Skills
Languages Python SQL
Data & ML Pandas Scikit-Learn TensorFlow
Tools Git PostgreSQL AWS

πŸ† Featured Projects

Project Description Tech Stack
πŸ›‘οΈ UPI Fraud Engine Real-time fraud detection system (0.8953 ROC-AUC, <500ms latency, live production) XGBoost, FastAPI, DuckDB
🧬 Evidence-Bound Drug RAG RAG system for evidence-based drug information retrieval LlamaIndex, RAG, NLP
πŸ” Fraud Risk Intelligence End-to-end ML pipeline with feature engineering & ensemble models ML, Pydantic, Real-time
⚑ FlowForge Python workflow orchestration engine for data & ML pipelines Python, OOP, Design Patterns
πŸ›’ E-commerce Sys High-performance Python backend with enterprise design patterns Python, Caching, Stress Testing
πŸ“ˆ Olist Analytics BI project analyzing 100k+ Brazilian e-commerce orders SQL, CTEs, Data Modeling

πŸ“Š GitHub Stats

GitHub Stats Top Languages

🎯 Connect With Me

  • πŸ”­ Working on: Production ML Systems & RAG Applications
  • 🀝 Open to: AI Engineer roles & Open Source collaborations
  • πŸ’¬ Ask me about: ML Systems, RAG Pipelines & Python Architecture

πŸ“ Bengaluru, India | Last updated: February 2026

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  1. upi-fraud-engine upi-fraud-engine Public

    Real-time UPI fraud detection system (0.8953 ROC-AUC) with <500ms FastAPI scoring, 480+ temporal features, and budget-aware alerts under fintech constraints

    HTML 2

  2. Fraud-Risk-Intelligence-System Fraud-Risk-Intelligence-System Public

    End-to-end Fraud Risk Intelligence System: data ingestion, feature engineering, supervised and unsupervised models, ensemble risk scoring, SHAP explainability, FastAPI serving, Dockerized deploymen…

    Jupyter Notebook

  3. FlowForge FlowForge Public

    Python workflow orchestration engine for data & ML pipelines.

    Python

  4. bangalore-traffic-wasted-time-prediction bangalore-traffic-wasted-time-prediction Public

    Jupyter Notebook

  5. ml-from-scratch ml-from-scratch Public

    Jupyter Notebook

  6. Evidence-Bound-Drug-RAG Evidence-Bound-Drug-RAG Public

    Evidence-grounded medical RAG system that retrieves FDA and NICE drug guidelines, generates cited answers, and safely refuses unsupported queries to minimize hallucinations.

    Python