I'm a machine learning engineer with 3+ years building production models, dependable data pipelines, and low-latency inference services for legal and healthcare systems. I thrive on Python, PyTorch, scikit-learn, SQL, and cloud-based deployments, collaborating with product and engineering teams to turn complex data into reliable, scalable solutions. Over the past few years I’ve improved model accuracy, reduced processing delays, and stabilized end-to-end workflows by refining datasets, tightening features, and containerizing services. I’m passionate about delivering results that perform under real operational demand and ensuring clear documentation, governance, and collaboration with stakeholders.

Rohan Khambhadiya

I'm a machine learning engineer with 3+ years building production models, dependable data pipelines, and low-latency inference services for legal and healthcare systems. I thrive on Python, PyTorch, scikit-learn, SQL, and cloud-based deployments, collaborating with product and engineering teams to turn complex data into reliable, scalable solutions. Over the past few years I’ve improved model accuracy, reduced processing delays, and stabilized end-to-end workflows by refining datasets, tightening features, and containerizing services. I’m passionate about delivering results that perform under real operational demand and ensuring clear documentation, governance, and collaboration with stakeholders.

Available to hire

I’m a machine learning engineer with 3+ years building production models, dependable data pipelines, and low-latency inference services for legal and healthcare systems. I thrive on Python, PyTorch, scikit-learn, SQL, and cloud-based deployments, collaborating with product and engineering teams to turn complex data into reliable, scalable solutions.

Over the past few years I’ve improved model accuracy, reduced processing delays, and stabilized end-to-end workflows by refining datasets, tightening features, and containerizing services. I’m passionate about delivering results that perform under real operational demand and ensuring clear documentation, governance, and collaboration with stakeholders.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Fluent

Work Experience

ML Engineer at Kira Systems
October 1, 2024 - Present
Improved contract-classification accuracy by refining model training in Python, Scikit-learn, and PyTorch; reduced daily scoring failures by building Airflow pipelines to validate inputs and fix schema issues in AWS S3 datasets; cut inference latency from 480ms to 140ms by deploying containerized FastAPI endpoints; increased document-processing throughput by optimizing preprocessing and reducing unnecessary transformations in batch scoring jobs.
ML Engineer at CitiusTech
September 1, 2021 - August 1, 2023
In healthcare, increased model accuracy by 18% through feature redesign and strengthened validation checks; reduced false alerts by 12% by tightening anomaly-detection thresholds and data-quality checks; cut data-processing time by 41% via Python/SQL ETL pipelines; deployed Docker-based endpoints on AWS and Azure, improving availability and reducing downtime; introduced drift monitoring that lowered unplanned re-training events by 30%.

Education

Ontario Graduate Certificate - Information Technology Solutions at Humber College
January 1, 2025 - December 2, 2025
B.E Computer Engineering at L.J. Institute of Engineering & Tech
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate - Information Technology Solutions at Humber College
January 11, 2030 - January 1, 2025
B.E Computer Engineering at L.J. Institute of Engineering & Tech
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate - Information Technology Solutions at Humber College
January 11, 2030 - January 1, 2025
B.E Computer Engineering at L.J. Institute of Engineering & Technology, Ahmedabad
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate - Information Technology Solutions at Humber College
January 11, 2030 - January 1, 2025
B.E Computer Engineering at L.J. Institute of Engineering & Tech
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate in Information Technology Solutions at Humber College
January 11, 2030 - January 1, 2025
Bachelor of Engineering in Computer Engineering at L.J. Institute of Engineering & Tech
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate - Information Technology Solutions at Humber College
January 1, 2025 - February 4, 2026
B.E Computer Engineering at L.J. Institute of Engineering & Tech
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate - Information Technology Solutions at Humber College
January 11, 2030 - January 1, 2025
B.E Computer Engineering at L.J. Institute of Engineering & Tech
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate at Humber College
January 11, 2030 - January 1, 2025
B.E. in Computer Engineering at L.J. Institute of Engineering & Tech
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate in Information Technology Solutions at Humber College
January 11, 2030 - January 1, 2025
B.E Computer Engineering at L.J. Institute of Engineering & Tech
January 11, 2030 - January 1, 2023
Ontario Graduate Certificate - Information Technology Solutions at Humber College
January 11, 2030 - January 1, 2025
B.E Computer Engineering at L.J. Institute of Engineering & Technology
January 11, 2030 - January 1, 2023

Qualifications

Ontario Graduate Certificate in Information Technology Solutions
January 11, 2030 - January 1, 2025
B.E Computer Engineering
January 11, 2030 - January 1, 2023

Industry Experience

Healthcare, Professional Services, Software & Internet, Life Sciences, Computers & Electronics, Media & Entertainment