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yatharthk2/README.md

Hi, I'm Yatharth Kapadia

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About Me

Master's student in Computer Science at Indiana University Bloomington with a strong background in machine learning, AI, and full-stack development. Passionate about developing innovative solutions that leverage cutting-edge ML/AI technologies. Previously worked with organizations like Outspeed, DSAIL Labs, and IDeaS, focusing on ML model optimization, AI security, and data visualization.

Experience

  • ML Intern at Outspeed (Jun 2024 - Sep 2024)

    • Optimized LLM fine-tuning and deployment using Llama 3.1
    • Developed real-time speech-to-text and text-to-speech services
    • Achieved sub-800ms latency for combined STT, TTS, and LLM operations
  • Research Assistant at DSAIL Labs (Mar 2024 - Dec 2024)

    • Performed security assessments on AI models using OWASP Top 10
    • Identified and mitigated key AI security vulnerabilities
  • Software Developer Intern at IDeaS (Jul 2022 - Jan 2023)

    • Built Python and React-based analytics platform for hotel chains
    • Developed data validation systems with Python and Salesforce

Tech Stack

Python GoLang JavaScript TypeScript Java C++ PyTorch TensorFlow React NodeJS NextJS Django FastAPI TailwindCSS Docker AWS MongoDB MySQL Redis GraphQL

Core Competencies

const competencies = {
  "AI/ML": ["Model Fine-tuning", "ML Ops", "Natural Language Processing", "Computer Vision"],
  "Development": ["Full Stack", "API Design", "Microservices", "Cloud Architecture"],
  "Cloud": ["AWS Cost Optimization", "Serverless", "Infrastructure as Code"],
  "Soft Skills": ["Stakeholder Management", "Client Presentation", "Cross-functional Collaboration"]
};

πŸ† Achievements

  • 1st prize at Smart India Hackathon by Dell (30,000 Teams participated)
  • 4th prize at India Academia Connect AI Hackathon by Nvidia
  • 87th Rank in Amazon ML challenge (10,000 Contenders participated)
  • Graduate Teaching Assistant for Elements of AI and ML in Signal Processing

πŸ“Š GitHub Stats

🌱 Currently Learning

  • Large Language Model optimization and deployment
  • Advanced AI security techniques
  • Cloud-native application development

Let's Connect


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