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ritvik777/README.md

Hey, I'm Ritvik Gaur 👋

Forward Deployed Engineer · San Jose, CA

I build and ship AI systems where delivery is urgent, ambiguity is the default, and model performance matters. 4+ years owning end-to-end execution of high-stakes AI deployments — from discovery through production. Founding engineer (2x), open-source contributor impacting 1.2M+ users, and Anthropic security researcher (CVE).

LinkedIn Hugging Face Google Scholar Email

🔧 What I Do

I embed directly with customers and ship production AI systems fast. My work sits at the intersection of engineering, product, and customer delivery — scoping work, sequencing delivery, removing blockers, and getting things live.

  • 🚀 15+ customer deployments across fintech, healthtech, and e-commerce with 100% success rate
  • ⚡ Reduced customer time-to-value from 2+ months → under 2 weeks
  • 🔬 Published 6 peer-reviewed papers in AI/ML research
  • 🛡️ Discovered defense-in-depth failures in Claude Computer Use Sandbox (CVE)


🛠️ Tech Stack

AI/ML · RAG Systems · Agentic Workflows · Fine-tuning (LoRA/QLoRA) · Multi-agent Systems · Prompt Engineering · Evaluation Frameworks

Languages · Python · Java · C++ · JavaScript

Infrastructure · AWS (EC2, EKS, SageMaker) · Azure (AKS, DevOps) · Kubernetes · Docker · Terraform · CI/CD

Frameworks · LangChain · LlamaIndex · Ollama · LangSmith · RAGAS · Django · React · MCP

Databases · Qdrant · PostgreSQL (PGVector) · DynamoDB · MongoDB · Redis · MySQL

Compliance · SOC 2 · GDPR · Data Sovereignty · AI Guardrails


📚 Education

🎓 MIT — Executive Education, Responsible AI (2024)

🎓 California State University, Fresno — M.S. Computer Science (2022–2024)

🎓 KIIT University — B.S. Computer Science (2017–2021)


🏢 Experience

Dauji AI — First Founding Engineer (Aug 2025 – Present)

Fresno County Office of Education — Software Engineer (Dec 2024 – Nov 2025)

Fresno State Transportation Institute — Graduate Research Fellow (Apr 2024 – Dec 2024)

Tata Consultancy Services — Assistant System Engineer (Dec 2020 – Aug 2022)

CryptoStock — Founding Engineer (Jun 2019 – Dec 2019)


I thrive in the gap between "we have a model" and "it's in production." Let's build something.

Pinned Loading

  1. Qdrant-Introduction-to-VectorDB Qdrant-Introduction-to-VectorDB Public

    A plain English guide to the Qdrant vector database. No PhD required. If you can use Google, you can learn Qdrant.

  2. Design_Patterns Design_Patterns Public

    Java

  3. KWIC_1 KWIC_1 Public

    Java

  4. qdrant qdrant Public

    Forked from qdrant/qdrant

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    Rust

  5. Stock-Trading-using-RL Stock-Trading-using-RL Public

    Conceptualized the Reinforcement learning algorithms with a vision and strategy to maximize the profits from stock market trading

    Python 1

  6. movies_database_CSCI-226 movies_database_CSCI-226 Public

    Utilizing SQL queries, the system examines user behavior, preferences, and historical data to furnish tailored movie recommendations. Employing intricate SQL scripts and algorithms, the system stri…