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karan-patel11/README.md

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name: Karan Patel
role: Software Engineer & AI Builder
education: M.S. Computer Science @ George Washington University (2026)
company: Co-Founder @ TWODS Capital | 600K+ annual users
focus: [AI Agents, LLMs, Full-Stack Engineering, Fintech]
current: Building QuantEra AI — multi-agent equity research platform
status: Open to full-time SWE / MLE roles (OPT, no sponsorship needed to start)

What I Build

I don't just use AI — I build the infrastructure behind it. From multi-agent orchestration to production inference pipelines, I ship systems that work at scale.

QuantEra AI — Multi-Agent Equity Research

8-dimension analysis across 80+ factors using LangChain, RAG, Groq API (Llama 3.1 70B), and ARIMA/Prophet/XGBoost ensemble. Bull-Bear adversarial debate protocol with Kelly-ATR sizing.

Python LangChain RAG Multi-Agent XGBoost

CodeKraft — AI Code Generation & Evaluation

Trained on 500K+ examples. CodeBLEU 52.3%, Token-level F1 75.4%, sub-250ms inference on Tesla T4. FastAPI service with GPU-optimized model serving.

Python CodeT5 OpenAI GPT FastAPI GPU Inference

MindMate — AI Wellness Platform   Live

Full-stack React + Node.js + MongoDB with Gemini AI and real-time WebSocket chat. Recognized at H2AI Georgetown Hackathon.

React Node.js MongoDB Gemini AI WebSockets

SafeLink — Phishing Detection Engine

Chrome extension with 22-feature weighted classifier, Google Safe Browsing API v4, URL entropy analysis, typosquat detection, and brand spoofing identification.

JavaScript Chrome MV3 ML Classifier Security

Scalable Blog Pipeline — Cloud-Native CI/CD

Java/Spring Boot on AWS EKS with Helm, Jenkins, SonarQube, Trivy. Zero-downtime rolling updates with pod autoscaling.

Java Spring Boot AWS EKS Docker Kubernetes

CNN-Pneumonia — Medical Image Classification

Deep learning model for pneumonia detection from chest X-rays using TensorFlow and convolutional neural networks.

Python TensorFlow CNN Computer Vision

Tech Stack

Languages

Python JavaScript TypeScript Java C++ SQL

AI / ML / Agents

LangChain OpenAI TensorFlow PyTorch scikit--learn

Full Stack

React Node.js FastAPI MongoDB PostgreSQL

Infrastructure

AWS GCP Docker Kubernetes GitHub Actions

The Numbers

Metric Value
TWODS Capital Users 600K+ annually
CodeKraft Training Data 500K+ examples
QuantEra AI Factors 80+ across 8 dimensions
SafeLink Features 22-feature classifier
Hackathon Recognition H2AI Georgetown

Connect

Portfolio LinkedIn Email

M.S. Computer Science @ GWU (May 2026) | OPT eligible, no sponsorship needed to start

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  2. CodeKraft CodeKraft Public

    Hybrid Architecture for Intelligent Code Error Feedback

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    AI-powered mental health chat assistant

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  4. Stock-Market-Analysis-using-LSTM Stock-Market-Analysis-using-LSTM Public

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