Open to opportunities

Umang Shiroya

@umangshiroya

Message

I build production AI and backend platforms that automate compliance, data intelligence, and enterprise workflows.

India

Message

What I'm looking for

I'm looking to build scalable backend, AI, and automation products where I can replace manual workflows with intelligent, reliable systems across data-intensive or regulated domains.

I've built production platforms at R S Patel & Co, including LLM, RAG, and agentic AI systems that turn unstructured documents into executive summaries, risk insights, and graph-based intelligence. I also engineered a Maker-Checker audit compliance engine with SLA breach detection, tamper-evident logging, and a real-time risk dashboard.

Across fintech, compliance, e-commerce, and data intelligence work, I've designed backend systems with Python, Django, FastAPI, Flask, PostgreSQL, Docker, Redis, and Celery. For Houston Diamond Districts, I integrated Amazon Seller Central workflows for inventory, orders, and catalogue management, reducing manual operational overhead by 75%.

My R&D work at Otto von Guericke University spans medical image classification, noise analysis, process control, neural networks, and predictive modelling. I enjoy turning complex data, AI, and operational requirements into reliable systems people can use.

Experience

Work history, roles, and key accomplishments

Python Developer / Senior Backend Engineer

R S Patel & Co

Aug 2024 - Jul 2026 (1 year 11 months)

Architected and shipped end-to-end LLM, RAG, and agentic AI systems into production, integrating models to transform unstructured document workflows. Engineered an autonomous Maker-Checker Escalation and Audit Compliance Engine with a real-time Risk Intelligence Dashboard.

Python Flask fastAPI Django React PostgreSQL DuckDB Pandas REST APIs LLM APIs Docker RBAC ETL Fuzzy Matching Git Cursor Antigravity Redis Celery

Python Developer

Houston Diamond Districts

Apr 2024 - Jul 2024 (3 months)

Architected a scalable e-commerce automation ecosystem using Python, implementing API integrations with Amazon Seller Central for inventory synchronisation and order ingestion. Achieved a 75% reduction in manual operational overhead.

Python Selenium MySQL PostgreSQL API Integration Automation

Software & Automation Developer

Freelance

Jul 2023 - Dec 2023 (5 months)

Developed custom web applications and RESTful APIs for clients using Django, Flask, and React. Engineered automated data extraction scripts and web scrapers to replace manual data collection.

Django Flask React Python Selenium Pandas Docker AWS PyTorch scikit learn

Machine Learning Researcher (R&D)

Otto von Guericke University

Jun 2021 - Aug 2022 (1 year 2 months)

Developed an advanced deep learning framework for automated classification of interventional CT images, optimising for noise texture analysis. Implemented signal processing algorithms to calculate Noise Power Spectrum and trained multi-class neural network models.