Summary
Overview
Work History
Education
Timeline
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Sandeep Pathak

Sr. Software Engineer-Data
Bengaluru,Karnatka

Summary

Innovative and impact-oriented Senior Software Engineer & AI Specialist with over 9 years of experience designing intelligent systems, deploying scalable ML pipelines, and optimizing end-to-end AI workflows in production. Proven track record of integrating modern MLOps, orchestrating cost-efficient cloud-native solutions, and delivering measurable business outcomes. Adept at working across teams to convert complex problems into elegant technical solutions. Delivered enterprise-grade AI solutions to clients including Walmart, Target, AD, and Eaton.

Overview

8
8
years of professional experience
15
15
years of post-secondary education

Work History

Senior Software Engineer

CrowdANALYTIX
04.2024 - Current
  • Engineered scalable backend systems for SKU classification, normalization, and validation workflows.
  • Led development of LLM-integrated chatbots synced with document content.
  • Built Level 4 CI/CD pipelines, cutting release cycles by 40%.
  • Optimized AWS infrastructure, reducing costs by 30% with 99.99% uptime.
  • Integrated Claude APIs via Amazon Bedrock and AWS Lambda + API Gateway.
  • Enabled fast experimentation with Amazon SageMaker pipelines.

Senior Data Engineer

CrowdANALYTIX
08.2022 - 04.2024
  • Developed ETL pipelines for e-commerce catalog enhancement (70% improvement in attribute completeness).
  • Built scalable web scrapers for data acquisition.
  • Reduced model hosting costs by 85% using Replicate and BentoML.
  • Deployed production-grade vision and NLP models for automation.

Data Scientist

CrowdANALYTIX
04.2017 - 08.2021
  • Delivered AI models for Walmart, Target, Eaton, and AD.
  • Built NLP and vision models for product attribute extraction.
  • Implemented real-time ML pipelines (batch + streaming).
  • Reduced inference latency by 30% through container optimization.
  • Pioneered MLOps workflows for reproducibility and deployment.

Education

Computer Engineering

University of Pune
04.2001 - 01.2016

Bachelor of Technology - Computer Engineering

Government Engineering College

Timeline

Senior Software Engineer

CrowdANALYTIX
04.2024 - Current

Senior Data Engineer

CrowdANALYTIX
08.2022 - 04.2024

Data Scientist

CrowdANALYTIX
04.2017 - 08.2021

Computer Engineering

University of Pune
04.2001 - 01.2016

Bachelor of Technology - Computer Engineering

Government Engineering College
Sandeep PathakSr. Software Engineer-Data