SG Sushant Garudkar
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Building nowPune · IN
Sushant Garudkar
AI / MLData ScienceFull Stack
Resume
Hello, I'm Sushant

Making data
useful.

AI/ML engineer and data scientist building practical AI systems, data products, and full-stack tools.

Explore my work
01CurrentlyData Scientist Consultant I
Allstate India
02FocusAI engineering
Systems that ship
03Based inPune, India
Open to good problems
Selected work

Things I've been building

/ 01
DOCUMENT INTELLIGENCE
Case study 01

AgentIQ

A production-grade enterprise RAG system using Gemini embeddings, Firestore vector search, and Python for semantic document retrieval, with batch ingestion and vector indexing for enterprise GenAI workflows.

SSituation

Enterprise teams needed a reliable way to search and use knowledge across internal documents.

TTask

Design a production-grade retrieval system for semantic document discovery.

AAction

Built Gemini embedding and Firestore vector-search pipelines in Python, including batch ingestion and indexing.

RResult

Created a foundation for enterprise GenAI and agentic AI workflows.

AUTONOMOUS WORKFLOWS
>_agent.run()tools.execute()
Case study 02

Custom Implementation of Claude Code

A Claude Code-inspired agentic coding assistant built to practice autonomous workflows, tool use, task decomposition, file editing, and execution feedback.

SSituation

I wanted to understand what makes autonomous coding workflows useful in practice.

TTask

Build a personal Claude Code-inspired assistant from first principles.

AAction

Implemented agent loops, task decomposition, tool use, file editing, and execution feedback.

RResult

Gained hands-on experience designing LLM-based software engineering workflows.

The path so far

Experience

/ 02
01

Data Scientist Consultant I

Allstate India · Pune, India

Jul 2026
Present
02

Data Scientist Analyst III

Allstate India · Pune, India

Jul 2025
Jun 2026
03

Apprentice Associate III (Data Science)

Allstate India · Pune, India

Sep 2024
Jul 2025
Background

Education

/ 03

Indian Institute of Information Technology

Master's Degree in Data Science and Artificial Intelligence

Indian Institute of Technology, Hyderabad

Professional Certification in AI and Emerging Technologies

Savitribai Phule Pune University

Bachelor's Degree in Computer Engineering

Continuous learning

Certificates

/ 04

Imperial College London - Coursera

Certificate · Mathematics for Machine Learning Specialization

Helsinki University

Certificate · DevOps with Docker

Tools I use

My working toolkit

/ 05
Build
01Python02FastAPI03Docker04PyTest
Model
01Scikit-Learn02PyTorch03TensorFlow04SQL / Spark05Pandas
Ship
01LangChain02Google ADK03Snowflake04GCP Firebase05AWS S3
How I work

Curious enough to explore.
Practical enough to ship.

Python + ML RAG + agents Data products
Have a good problem?

Let's build
something useful.

Start a conversation