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Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Shark

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Pranavsingh431/README.md

Hi 👋, I'm Pranav Singh

AI Systems • Generative AI • Scientific ML • Full-Stack AI Products

Student @ IIT Ropar

I build AI systems spanning research, full-stack products, and applied machine learning.

Currently exploring:
→ Generative AI & LLM Systems
→ Scientific ML (PINNs, UQ)
→ MLOps & Cloud Deployment

  • 🌱 Currently exploring MLOps, cloud deployment, and scalable AI system design

  • 📫 How to reach me: singhpranav431@gmail.com

🚀 Featured Projects

  • Physics-Informed Neural Networks (PINNs) - inverse modeling with passivity constraints
  • Replai — AI conversation assistant (FastAPI + React + Supabase)
  • Multi-Agent Job Screening System — LLM agents + embeddings pipeline
  • Hybrid LSTM-GARCH Option Pricing — quantitative finance modeling
  • FOA Scraper — engineering screening project

Connect with me:

pranav-singh-8868a1283

Languages and Tools:

arduino aws bash c cplusplus docker flask gcp git linux matlab mongodb mysql opencv pandas postman python pytorch react scikit_learn seaborn sqlite tensorflow

pranavsingh431

Pinned Loading

  1. Enhancing-PINN-Based-Inverse-Modeling-of-the-Nonlinear-Pendulum Enhancing-PINN-Based-Inverse-Modeling-of-the-Nonlinear-Pendulum Public

    Physics-Informed Neural Networks with passivity constraints and ensemble uncertainty quantification for nonlinear inverse modeling.

    Python 1

  2. Replai Replai Public

    AI-powered conversation assistant for dating and networking with memory, payments, and production-ready auth (FastAPI + React + Supabase).

    JavaScript

  3. multiagent_ai_system_for_job_screening multiagent_ai_system_for_job_screening Public

    Production-style multi-agent AI system for job screening with embedding-based matching, automated shortlisting, and interview scheduling.

    Python 1 1

  4. Hybrid-LSTM-GARCH-MonteCarlo-OptionPricing-Model Hybrid-LSTM-GARCH-MonteCarlo-OptionPricing-Model Public

    FX option pricing using Black-Scholes, GARCH volatility modeling, Monte Carlo simulation, and a hybrid LSTM-GARCH forecasting framework.

    Jupyter Notebook 1