Skip to content
View sampreethkabadi's full-sized avatar

Block or report sampreethkabadi

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
sampreethkabadi/README.md

Hi there, I'm Sampreeth Kabadi! πŸ‘‹

Data Scientist | AI & Multi-Agent Systems Researcher | MSDS @ IU Bloomington

I am a Data Scientist with 2+ years of professional experience building scalable AI solutions. Currently pursuing my M.S. in Data Science at Indiana University Bloomington, I specialize in Multi-Agent Systems, RAG (Retrieval-Augmented Generation), and Graph Databases.

My work bridges the gap between raw data and actionable intelligence, moving beyond simple models to build autonomous, reasoning systems.


πŸ† Innovation & Awards

Won 2nd Place at the 2025 InnoQuest Competition (Indiana University)

IntelliVine is a Multi-Agent System designed for intelligent project knowledge retrieval. It solves the "information silo" problem in complex project management by synthesizing fragmented data into clear answers.

  • Core Tech: Vector Search + Graph Databases + LLM Synthesis.
  • Architecture: Autonomous agents that retrieve, reason, and synthesize project data.
  • Impact: Recognized for commercial viability and technical complexity among 18+ innovation teams.

πŸ’Ό Professional Experience

Data Scientist @ High Peak Software (2022 - 2024)

  • Delivered end-to-end Machine Learning pipelines for production environments.
  • Specialized in NLP and Computer Vision solutions, optimizing data extraction workflows and reducing manual processing time.
  • Collaborated with cross-functional teams to deploy scalable models for Fintech and Healthtech clients.

πŸ› οΈ Tech Stack & Arsenal

Domain Technologies
AI & LLMs Multi-Agent Systems, LangChain, RAG Pipelines, Vector Databases (Pinecone/Milvus)
Data Science Python, SQL, Pandas, NumPy, Scikit-learn, PyTorch
Backend & Graph Neo4j (Graph DB), API Development, Docker
Tools Git, AWS, Jupyter, Linux

πŸ“‚ Featured Repositories

Project Description Tech
🧠 IntelliVine (KnowLot) [Award Winning] Multi-agent system for project knowledge retrieval. GraphDB LLMs Vector Search
πŸ“Š Data Science Jobs Dashboard A web app that analyzes and visualizes the AI and data science job market using relational and graph-based skill modeling. Python EDA Modeling SQL Neo4j

πŸ“ˆ GitHub Stats

Sampreeth's GitHub Stats Top Languages

LinkedIn Email

Popular repositories Loading

  1. KnowLot-IntelliVine KnowLot-IntelliVine Public

    Python 3 2

  2. DS_Jobs_Dashboard DS_Jobs_Dashboard Public

    HTML 2

  3. MusicPlayerApp MusicPlayerApp Public

    Java

  4. sampreethkabadi.github.io sampreethkabadi.github.io Public

    HTML

  5. TSLA-stock-insight TSLA-stock-insight Public

    Python

  6. sampreethkabadi sampreethkabadi Public