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shambhu kumarSK
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shambhu kumar

@shambhukumar

AI/ML Engineer at Almonds.AI building multi-agent AI platforms and document processing pipelines.

India
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At Almonds.AI, I architected a modular multi-agent AI platform that supports multiple enterprise assistants from a shared backend. I also designed an invoice and business document pipeline combining OCR, LLM extraction, GSTIN validation, and duplicate detection.

I developed demand forecasting and computer vision retail analytics services using FastAPI, Docker, and machine learning models. I also led client requirement discussions and guided a four-member engineering team through architecture and code reviews.

Previously, at AAA2 Innovate Pvt. Ltd., I designed enterprise RAG systems and asynchronous AI orchestration APIs for multilingual applications. At Bot Shreyasi, I developed Django/DRF backend services and automation pipelines for business data extraction.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

CR

Central University of Rajasthan

Master of Science, Big Data Analytics / Data Science

2022 - 2024

Pursued a Master of Science in Big Data Analytics / Data Science from 2022 to 2024.

BC

Bihar National College

Bachelor of Computer Applications, Computer Applications

2017 - 2020

Completed a Bachelor of Computer Applications (BCA) from 2017 to 2020.

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