CS2108_Ritesh Pokalwar
@cs2108_riteshpokalwa
I build production AI systems for healthcare and enterprise automation.
IndiaWhat I'm looking for
At Wai Technologies, I build and deploy AI systems that automate healthcare and enterprise workflows. I developed a Random Forest model across 100K+ patient records with 96% accuracy and automated insurance authorization from two days to minutes using AI agents, n8n, OpenAI, and Docker.
I also built a Text-to-SQL RAG chatbot for an HRMS portal serving 200+ employees, enabling natural-language access to timesheets, projects, and leave records through LangChain, Llama 3.2, Azure SQL, and Azure deployment.
Previously at SmartQR Technologies, I improved dengue test-kit diagnosis accuracy to 95% with YOLOv8 and EasyOCR, and integrated RAG-based medical-PDF question answering into the Arogya Sakhi healthcare app.
Experience
Work history, roles, and key accomplishments
AI Engineer
Wai Technologies
Feb 2025 - Present (1 year 6 months)
Developed and deployed machine learning models on large patient datasets, achieving high accuracy in insurance authorization prediction. Automated workflows using AI agents and built RAG chatbots for enterprise HRMS, deployed on Azure with Docker.
Machine Learning Engineer
SmartQR Technologies
Dec 2023 - Jan 2025 (1 year 1 month)
Improved diagnostic accuracy using computer vision with YOLOv8 and EasyOCR. Integrated RAG-based QA systems into healthcare apps and fine-tuned models for robust detection across varied conditions.
Machine Learning Trainee
SmartKnower
Jan 2023 - Mar 2023 (2 months)
Completed intensive training in Python, machine learning algorithms, and data preprocessing. Built end-to-end ML projects focusing on model training, evaluation, and feature engineering.
Education
Degrees, certifications, and relevant coursework
JSPM's Rajarshi Shahu College of Engineering, Pune
Bachelor of Technology, Computer Science Engineering
2020 - 2024
Grade: 8.83 CGPA
Pursued a Bachelor of Technology in Computer Science Engineering, achieving a CGPA of 8.83.
Pandit Jawaharlal Nehru, Togari
Higher Secondary Certificate, General Studies
2018 - 2020
Grade: 82.92%
Completed Higher Secondary Certificate with a percentage of 82.92.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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