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
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