I am a Data Scientist and AI/ML Engineer with 4+ years of experience delivering end-to-end machine learning and GenAI solutions across IT services, healthcare, and enterprise tech. I excel at building scalable data pipelines on AWS and GCP, deploying deep learning models, and fine-tuning LLMs for NLP and predictive analytics, all while staying compliant with regulatory standards. I thrive in cross-functional Agile teams and enjoy turning data into real-world impact.

Rohan Tripathi

I am a Data Scientist and AI/ML Engineer with 4+ years of experience delivering end-to-end machine learning and GenAI solutions across IT services, healthcare, and enterprise tech. I excel at building scalable data pipelines on AWS and GCP, deploying deep learning models, and fine-tuning LLMs for NLP and predictive analytics, all while staying compliant with regulatory standards. I thrive in cross-functional Agile teams and enjoy turning data into real-world impact.

Available to hire

I am a Data Scientist and AI/ML Engineer with 4+ years of experience delivering end-to-end machine learning and GenAI solutions across IT services, healthcare, and enterprise tech.

I excel at building scalable data pipelines on AWS and GCP, deploying deep learning models, and fine-tuning LLMs for NLP and predictive analytics, all while staying compliant with regulatory standards. I thrive in cross-functional Agile teams and enjoy turning data into real-world impact.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Expert
Expert
Expert
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Work Experience

Data Scientist at HCL Tech
September 1, 2024 - November 5, 2025
Designed and implemented secure, scalable AWS-based data pipelines using AWS Glue, Redshift, and S3 for real-time claims analytics and utilization tracking in healthcare. Built interactive dashboards in Tableau and SSRS to reduce data latency by 30-40%. Developed and deployed GenAI-powered chatbots using Amazon Bedrock and Retrieval-Augmented Generation (RAG) models, integrating Electronic Health Records (EHR) to enhance care navigation and boost member self-service engagement by 20%. Automated HIPAA-compliant model deployment pipelines using AWS CodePipeline, Docker, and GCP Kubernetes, enabling scalable and audit-ready workflows aligned with CMS and NCQA regulatory frameworks. Engineered PostgreSQL and Oracle database systems to support high-volume claims, eligibility, and care coordination processes with a focus on compliance, performance tuning, and data integrity. Built and deployed ML models including Logistic Regression, Gradient Boosting, and CNNs for fraud detection, readmissi
AI/ML Engineer at Hexaware Technologies
July 1, 2023 - July 1, 2023
Led Agile-driven AI/ML initiatives for global enterprise IT clients, designing and deploying end-to-end machine learning solutions using supervised, unsupervised, and reinforcement learning algorithms. Delivered XGBoost-based failure prediction models, reducing IT system downtime by 15%, and NLP workflows using spaCy and BERT, enhancing root-cause analysis and feedback automation by 20%. Architected and implemented deep learning models (CNNs, RNNs, LSTMs, Transformers) for real-time anomaly detection and infrastructure monitoring across IT operations, achieving 90%+ classification accuracy and reducing Mean Time to Resolution (MTTR) through AIOps integrations. Built and maintained scalable ML pipelines leveraging AWS services (SageMaker, EC2, Lambda, S3, Redshift) for real-time telemetry, cloud-to-edge forecasting, and time-series analysis using ARIMA, Prophet, and custom preprocessing models to support predictive maintenance at scale. Fine-tuned Large Language Models (LLMs) with Huggi

Education

Master of Science in Computer Science at Rutgers University, New Brunswick, NJ
January 1, 2023 - May 1, 2025
Bachelor of Technology in Computer Science at Manipal Institute of Technology, Manipal, India
January 1, 2019 - May 1, 2023

Qualifications

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Industry Experience

Healthcare, Software & Internet, Professional Services, Computers & Electronics, Financial Services