Pratik Reddy - AI Systems Architect

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Data, AI systems, ETL, retrieval, and automation.

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Work

Ayotta Infotech
Data search, matching, retrieval, document extraction, RAG agents, education workflows, vector search, embeddings, and AI compression on clean operational data.
Data search, matching, retrieval, document extraction, RAG agents, education workflows, vector search, embeddings, and AI compression on clean operational data.
Data search, matching, retrieval, document extraction, RAG agents, education workflows, vector search, embeddings, and AI compression on clean operational data.
2024-present
EOX Vantage
ETL, RPA, reporting, KPO/back-office automation, task tools, manager dashboards, validation, exception handling, OCR, and API integration.
ETL, RPA, reporting, KPO/back-office automation, task tools, manager dashboards, validation, exception handling, OCR, and API integration.
ETL, RPA, reporting, KPO/back-office automation, task tools, manager dashboards, validation, exception handling, OCR, and API integration.
2023-24
Just Bake
Centralized security and operations monitoring for goods movement, stock, process flow, inventory analysis, demand, and process gaps.
Centralized security and operations monitoring for goods movement, stock, process flow, inventory analysis, demand, and process gaps.
Centralized security and operations monitoring for goods movement, stock, process flow, inventory analysis, demand, and process gaps.
2019

AI systems architecture and technical delivery across enterprise data, agent platforms, ETL, retrieval, automation, and local AI workflows.

AI systems
Architected systems that connect clean data, retrieval, model services, human review, and governed agents: search matching, extraction, RAG, and vision workflows.
Architected systems that connect clean data, retrieval, model services, human review, and governed agents: search matching, extraction, RAG, and vision workflows.
Architected systems that connect clean data, retrieval, model services, human review, and governed agents: search matching, extraction, RAG, and vision workflows.
Enterprise data
Enterprise pipelines delivered from collection and extraction through cleaning, validation, chunking, indexing, API orchestration, and SQL-ready reporting.
Enterprise pipelines delivered from collection and extraction through cleaning, validation, chunking, indexing, API orchestration, and SQL-ready reporting.
Enterprise pipelines delivered from collection and extraction through cleaning, validation, chunking, indexing, API orchestration, and SQL-ready reporting.
Architecture
Business problems translated into repeatable system architecture, data contracts, searchable collections, dashboards, source labels, and retrieval controls.
Business problems translated into repeatable system architecture, data contracts, searchable collections, dashboards, source labels, and retrieval controls.
Business problems translated into repeatable system architecture, data contracts, searchable collections, dashboards, source labels, and retrieval controls.
Vision and media
Local computer-vision systems, image/video pipelines, visual signal tagging, GoPro media, and field/session review workflows.
Local computer-vision systems, image/video pipelines, visual signal tagging, GoPro media, and field/session review workflows.
Local computer-vision systems, image/video pipelines, visual signal tagging, GoPro media, and field/session review workflows.