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I am Paresh Uchdadiya, an AI and software engineer with over 15 years of experience delivering end-to-end solutions across healthcare and enterprise domains. I specialize in generative AI, LLMs, RAG pipelines, LangChain, LangGraph, and multimodal AI combining NLP and computer vision. I am proficient in Python, cloud-native platforms such as AWS and SageMaker, and edge optimization using ONNX, TensorRT, and OpenVINO. I have built clinical data pipelines, EHR and DICOM integrations, OCR, chatbots, and scalable ETL workflows.\n\nI focus on production-ready systems that improve efficiency, accuracy, and decision-making. I have led autonomous agent workflows, designed context-aware data fusion layers for real-time pipelines, and integrated GPT-4V with clinical viewers. I thrive in healthcare and enterprise environments, delivering HIPAA-compliant offline inference on edge devices and cost-effective cloud deployments.…I am Paresh Uchdadiya, an AI and software engineer with over 15 years of experience delivering end-to-end solutions across healthcare and enterprise domains. I specialize in generative AI, LLMs, RAG pipelines, LangChain, LangGraph, and multimodal AI combining NLP and computer vision. I am proficient in Python, cloud-native platforms such as AWS and SageMaker, and edge optimization using ONNX, TensorRT, and OpenVINO. I have built clinical data pipelines, EHR and DICOM integrations, OCR, chatbots, and scalable ETL workflows.\n\nI focus on production-ready systems that improve efficiency, accuracy, and decision-making. I have led autonomous agent workflows, designed context-aware data fusion layers for real-time pipelines, and integrated GPT-4V with clinical viewers. I thrive in healthcare and enterprise environments, delivering HIPAA-compliant offline inference on edge devices and cost-effective cloud deployments.

Paresh Uchdadiya

AI Engineer, Data Scientist, AI Developer, +2

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I am Paresh Uchdadiya, an AI and software engineer with over 15 years of experience delivering end-to-end solutions across healthcare and enterprise domains. I specialize in generative AI, LLMs, RAG pipelines, LangChain, LangGraph, and multimodal AI combining NLP and computer vision. I am proficient in Python, cloud-native platforms such as AWS and SageMaker, and edge optimization using ONNX, TensorRT, and OpenVINO. I have built clinical data pipelines, EHR and DICOM integrations, OCR, chatbots, and scalable ETL workflows.\n\nI focus on production-ready systems that improve efficiency, accuracy, and decision-making. I have led autonomous agent workflows, designed context-aware data fusion layers for real-time pipelines, and integrated GPT-4V with clinical viewers. I thrive in healthcare and enterprise environments, delivering HIPAA-compliant offline inference on edge devices and cost-effective cloud deployments.…I am Paresh Uchdadiya, an AI and software engineer with over 15 years of experience delivering end-to-end solutions across healthcare and enterprise domains. I specialize in generative AI, LLMs, RAG pipelines, LangChain, LangGraph, and multimodal AI combining NLP and computer vision. I am proficient in Python, cloud-native platforms such as AWS and SageMaker, and edge optimization using ONNX, TensorRT, and OpenVINO. I have built clinical data pipelines, EHR and DICOM integrations, OCR, chatbots, and scalable ETL workflows.\n\nI focus on production-ready systems that improve efficiency, accuracy, and decision-making. I have led autonomous agent workflows, designed context-aware data fusion layers for real-time pipelines, and integrated GPT-4V with clinical viewers. I thrive in healthcare and enterprise environments, delivering HIPAA-compliant offline inference on edge devices and cost-effective cloud deployments.

Available to hire

I am Paresh Uchdadiya, an AI and software engineer with over 15 years of experience delivering end-to-end solutions across healthcare and enterprise domains. I specialize in generative AI, LLMs, RAG pipelines, LangChain, LangGraph, and multimodal AI combining NLP and computer vision. I am proficient in Python, cloud-native platforms such as AWS and SageMaker, and edge optimization using ONNX, TensorRT, and OpenVINO. I have built clinical data pipelines, EHR and DICOM integrations, OCR, chatbots, and scalable ETL workflows.\n\nI focus on production-ready systems that improve efficiency, accuracy, and decision-making. I have led autonomous agent workflows, designed context-aware data fusion layers for real-time pipelines, and integrated GPT-4V with clinical viewers. I thrive in healthcare and enterprise environments, delivering HIPAA-compliant offline inference on edge devices and cost-effective cloud deployments.

Skills

Experience Level

Expert

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Expert

Work Experience

AI Engineer at McKesson

March 1, 2023 - Present

Designed and deployed a real-time AI triage assistant using fine-tuned LLMs on clinical documentation, improving diagnostic accuracy by 32% and reducing manual review time by 45% via ReAct-based agentic reasoning. Built autonomous LangGraph workflows to orchestrate symptom extraction, diagnostic reasoning, and report generation for self-directed clinical insights with minimal human intervention. Engineered an MCP-based integration layer to access EHRs, DICOM images, genomic profiles, and real-time vitals for downstream AI pipelines; enhanced performance of LLM-driven triage, imaging analysis, and ICU alerting through context-aware, low-latency data fusion.

AI Tools Developer at Infinite Infolab

November 1, 2021 - September 20, 2025

Built scalable ETL pipelines and ML models for churn prediction and behavioral segmentation; reduced reporting latency by 35%. Automated structured/semi-structured data workflows, enabling reliable pipelines and reducing manual interventions by 40%. Created interactive dashboards (Tableau/Power BI) for real-time KPI monitoring and decision support. Implemented NLP techniques for sentiment analysis, and led OCR pipeline development; designed early autonomous task flows with chatbot triage foundations and internal tooling for dataset labeling.

Senior Software Developer at Krish Technolabs

February 28, 2018 - September 20, 2025

Developed e-commerce platform APIs with Django and PostgreSQL; integrated Stripe and Razorpay payments; automated stock updates via Celery with Redis queues. Refactored legacy PHP modules to Python services, improved maintainability and performance, and implemented caching and ORM optimization to accelerate API responses.

Lead Consultant at CIGNEX Datamatics

March 1, 2017 - September 20, 2025

Designed and led scalable Python backends using Django and Celery; managed asynchronous document workflows with Celery and RabbitMQ. Containerized microservices with Docker, automated deployments using Ansible/Jenkins, and defined CI/CD pipelines with testing and staging environments. Trained client teams in Python API development and mentored internal engineers; led a 5-member team in Agile sprints.

Senior Software Developer at Atari Softwares Pvt. Ltd.

August 1, 2013 - September 20, 2025

Built RESTful APIs with Django REST Framework for customer portals; implemented secure authentication, CRUD, and media upload endpoints. Directed junior developers, integrated external APIs (e.g., Google Maps, Razorpay), and optimized PostgreSQL queries for faster API responses.

Software Developer at Silver Touch Technologies Pvt. Ltd.

June 1, 2011 - September 20, 2025

Developed internal admin dashboards using early Flask with Jinja templating; automated PDF, log, and Excel parsing; built data ingestion scripts for SQL/NoSQL. Collaborated with QA to implement reusable test automation and contributed to data processing utilities.

Software Developer at Shivam Infonet Pvt. Ltd.

June 1, 2010 - September 20, 2025

Created small web apps with Python and lightweight frameworks; built data import/export scripts, integrated with MySQL; automated email reports and scheduled data cleanups; supported QA with data validation routines and helped migrate spreadsheet processes to Python utilities.

Jr. Software Developer at Digicorp Information Systems Pvt. Ltd.

October 1, 2008 - September 20, 2025

Wrote Python scripts for basic automation tasks; developed CGI-based Python web forms for internal automation; contributed to unit testing with unittest and gained hands-on MySQL querying; participated in SVN version control for collaborative development.