Skip to content
View Shubby98's full-sized avatar
🎯
Focusing
🎯
Focusing

Highlights

  • Pro

Block or report Shubby98

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
shubby98/README.md

Hi, I'm Shubham Shakya

AI Product Engineer | MS in CS at University at Buffalo

Specialist in Multi-agent System, LLMs, RAG, and Generative AI

shubby98

Shubham Shakya

shubham--shakya email


About Me

I build AI-powered products, from LLM orchestration and agentic backends to user-facing interfaces. My focus is shipping systems that are production-ready: low latency, observable, and actually useful.

  • Currently building: advanced Agent Orchestration workflows and AI developer tooling
  • Ask me about: LLM system design, agentic pipelines, RAG architecture, MLOps
  • Core strengths: End-to-end product ownership · Latency optimization · Scalable AI system design

Featured Projects

CodeGraph Explorer

AI-Powered Codebase Visualization

  • Interactive 2D force-directed graph of GitHub repo call structures, powered by the Claude API.
  • Built with React, D3.js, and a custom graph traversal backend.
  • Tech: React, D3.js, Claude API, Python, GitHub API

ResumeForge

AI Resume Tailoring Pipeline

  • Three-agent pipeline (Tailor, Validation, Formatting) that rewrites resumes against job descriptions with ATS scoring.
  • Full-stack app with React/Express frontend, deployed at dub.sh/custom-resume.
  • Tech: Claude API, React, Express, Multi-Agent orchestration, Docker

Email Insights

Privacy-Preserving Local LLM Email Analysis

  • Hybrid architecture: local LLM (LM Studio + Gemma 3) for on-device processing, Claude API for reasoning on sanitized signals.
  • MCP server query layer with SQLite storage.
  • Tech: LM Studio, Gemma 3, Claude API, MCP, SQLite, Python

AI Analytics Dashboard

Natural Language AdTech Backend

  • Text-to-SQL agent over unified Snowflake + MongoDB — no SQL needed for analysts. 4-6x latency reduction via multithreaded execution.
  • Tech: FastAPI, Text-to-SQL, Snowflake, MongoDB, Python

Trending Topics Miner

Large-Scale Academic Research Analysis

  • TF-IDF trend mining over 10 years of academic papers with graph modeling to surface emerging domains.
  • Tech: NLP, TF-IDF, Topic Modeling, Graph Analytics, Python

shubby98   shubby98

shubby98

Pinned Loading

  1. Shubby98.github.io Shubby98.github.io Public

    HTML

  2. VisualVerse.ai VisualVerse.ai Public

    Python

  3. llm-multinews-summarization llm-multinews-summarization Public

    Jupyter Notebook

  4. trending-topics-abstracts trending-topics-abstracts Public

    Jupyter Notebook

  5. AI-Dashboard---Text-to-SQL AI-Dashboard---Text-to-SQL Public

  6. Large-Scale-Video-Retrieval-with-Adaptive-Feedback Large-Scale-Video-Retrieval-with-Adaptive-Feedback Public

    Jupyter Notebook