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atharvajoshi01/README.md

Hi, I'm Atharva Joshi

ML Engineer | Quantitative Finance | Industrial AI

LinkedIn Email Profile views

About Me

I'm a Machine Learning Engineer specializing in Quantitative Finance, Industrial AI, and production ML systems. Based in New York, I build systems that combine high-performance computing with advanced ML to solve real-world problems — from predicting market drawdowns to detecting industrial faults in real time.

class AtharvaJoshi:
    def __init__(self):
        self.location = "New York, USA"
        self.current_focus = ["Quantitative Finance", "Low-Latency Systems", "AI Agents"]
        self.interests = ["Market Microstructure", "Predictive Maintenance", "Neural PDEs"]
        self.languages = ["Python", "C++", "SQL", "TypeScript"]

    def say_hi(self):
        print("Let's build something amazing together!")

me = AtharvaJoshi()
me.say_hi()

Featured Projects

Universal multi-agent simulation for predicting outcomes

  • Swarm-based optimization and prediction through emergent collective behavior
  • Multi-agent simulation engine with configurable agent strategies
  • Applicable across finance, logistics, and complex systems modeling

Tech: Python · Multi-Agent Systems · Swarm Intelligence · Simulation


Predicts cash crises 90 days before they hit

  • ML-powered forecasting of personal financial distress signals
  • Full-stack application with React frontend and FastAPI backend
  • CI/CD pipeline with Docker containerization
  • Free, private, and open source

Tech: Python · FastAPI · React · Docker · GitHub Actions


High-Performance Trading Infrastructure with Predictive Execution

  • Sub-microsecond order book operations with lock-free data structures
  • ML-powered trade flow prediction using gradient boosting
  • C++20 core engine with Python ML pipeline
  • Memory-pooled architecture for zero-allocation hot paths

Tech: C++20 · Python · XGBoost · Lock-free Programming · SIMD


Production-grade derivatives pricing using deep learning

  • Deep Galerkin Method for solving Black-Scholes and exotic option PDEs
  • Handles high-dimensional pricing problems intractable for finite differences
  • Comprehensive visualization of option surfaces and Greeks

Tech: PyTorch · Neural Networks · PDEs · Quantitative Finance


99.98% accuracy vibration fault detection

  • 8-class combined fault detection system with sub-second inference
  • Lightweight model (1.7 MB) deployable on edge devices
  • Real-time monitoring dashboard with Streamlit

Tech: MiniRocket · scikit-learn · Streamlit · Signal Processing


Personal ML/AI portfolio with interactive demos

  • Showcases projects with live demonstrations and case studies
  • Modern responsive design with Next.js

Tech: Next.js · React · TypeScript · Tailwind CSS


More Projects

Analysis of model degradation due to data drift in fraud detection systems.

ML models for early heart disease detection with clinical datasets.

NLP-based system for identifying fake news using text classification.

Face image generation using DCGANs with PyTorch.

Conversational chatbot built with LSTM neural networks.

Tech Stack

Languages

Python C++ TypeScript SQL

ML & Data Science

PyTorch TensorFlow scikit-learn Pandas NumPy

Infrastructure & Tools

AWS Docker Git Linux

Web & Visualization

Next.js React Streamlit Plotly

GitHub Statistics

GitHub Stats
GitHub Streak
Top Languages

Let's Connect

I'm open to collaborating on projects in:

  • Quantitative Finance & Trading Systems
  • Machine Learning & Deep Learning
  • High-Performance Computing
  • Industrial AI & Predictive Maintenance

Email: atharvaj2112@gmail.com

LinkedIn: linkedin.com/in/atharvajoshi01

Location: New York, USA


"Building intelligent systems that make a difference"

Pinned Loading

  1. SwarmSage SwarmSage Public

    SwarmSage - A universal swarm intelligence engine for predicting outcomes through multi-agent simulation

    Python 1

  2. deep-galerkin-pricing deep-galerkin-pricing Public

    Production-grade neural PDE solver for quantitative finance using Deep Galerkin Method

    Python

  3. mms-fault-classification mms-fault-classification Public

    Vibration fault classification dashboard

    Python 1

  4. PredictWallet PredictWallet Public

    AI Financial Early Warning System — Predicts cash crises 90 days before they hit. Free, private, open source.

    Python

  5. agenteval agenteval Public

    Lightweight evaluation framework for AI agents — measure accuracy, cost, latency, and safety across any agent architecture

    Python

  6. finreg-ml finreg-ml Public

    Regulation-aware ML pipeline for finance — explainability, fairness audits, and EU AI Act compliance built into model training

    Python