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Achievement: Pull Shark

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nikam-shreyas/README.md

Hi there, I'm Shreyas Nikam 👋

Full-Stack Software Engineer | Architecting Scalable AI Solutions

I earned senior responsibility by owning hard problems.

I am a Tech Lead at QuantUniversity based in Boston, MA, with 4+ years of experience building production-grade AI systems, LLM-powered tools, and scalable cloud infrastructure. I specialize in reducing inference costs and architecting end-to-end AI platforms.

🚀 What I Do

  • AI & LLM Systems: Architecting RAG pipelines, AI agents, and tool routing using LangChain, LlamaIndex, and Hugging Face.
  • Engineering Leadership: Mentoring engineers, designing system architecture, and leading CI/CD strategies for zero-downtime deployments.
  • Cloud & DevOps: Managing production MLOps and infrastructure using AWS, Docker, GitHub Actions, and Airflow.
  • Full-Stack Development: Building high-performance applications with FastAPI, Streamlit, Node.js, and Redis.

🛠️ Tech Stack

Languages: Python Node.js SQL

AI & Machine Learning: LangChain HuggingFace Pandas Azure ML

Backend & Infrastructure: FastAPI Docker AWS Redis Apache Airflow

📊 Key Highlights

  • Cost Optimization: Reduced LLM infrastructure costs by 65% and inference costs by 50%+ through intelligent model routing and cost-aware selection.
  • Workflow Automation: Reduced course production time by 85% by developing AI-driven content platforms.
  • Compliance & Ethics: Built bias auditing tools compliant with NYC Local Law 144.
  • Scalability: Orchestrated real-time systems ingesting data from industrial sensors and scaled data collection to 400k+ profiles.

🎓 Education

  • MS in Artificial Intelligence | Northeastern University (GPA 4.0)
  • BE in Computer Science | Pune Institute of Computer Technology

📫 Connect with Me

Feel free to reach out. I respond fast!

Pinned Loading

  1. github-package-health github-package-health Public

    React app powered by FastAPI & Google's PALM AI visualizes repo health (Snyk & LLMs) & offers AI-driven insights, featuring a Palm-powered Package Expert chat.

    JavaScript

  2. WarcParser WarcParser Public

    The WARC Processor project efficiently generates multimodal datasets from Common Crawl's WARC files for training advanced language models.

    Python 1

  3. WUTechathon WUTechathon Public

    A one-stop-shop for all your currency trading needs with live and historical rates, trends analysis and next-day predictions.

    JavaScript 1 1

  4. MediCheck MediCheck Public

    Electron-based Medical Healthcare System, which provides diagnosis on the basis of symptoms.

    HTML 4

  5. VyakaranFrontend VyakaranFrontend Public

    React-based front end for Hindi Grammar checker. Inspired by Grammarly. Runs a series of grammatical checks in the document.

    JavaScript 2 2

  6. LeetCode-Daily LeetCode-Daily Public

    Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub)

    Python