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Sivaram Senthilkumar

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Hello 

Here's who I am & what I do

I turn data into decisions and insights into measurable impact. With 5+ years of experience across data analytics and AI/ML, I’ve built revenue-driving models, led cross-functional initiatives, and solved complex business problems using predictive analytics and deep learning. I operate where technology meets strategy, translating data into outcomes leaders can act on.

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I’m currently completing my Master’s in Engineering Management at UMass Amherst (May 2026), with certifications in AI Engineering and Project Management Leadership. My focus is on bridging technical depth with strategic execution, building AI solutions that are scalable, reliable, and deliver real business value.

Education

Master of Science in Engineering Management  AI Engineering & Decision Analytics Focus

University of Massachusetts Amherst , USA      Sep 2024 - May 2026

Post Graduate Program in AI & Data Science

Jio Institute, India  |  Nanyang Technological University, Singapore    Jul 2022 - May 2023​

Bachelor of Technology  in Electrical and Electronics Engineering

Vellore Institute of Technology, India      Jun 2015 - May 2019

Professional Experience

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University of Massachusetts Amherst

  • Led brain tumor detection using CNNs achieving 94.5% validation AUC

  • Developed explainable AI framework for food insecurity prediction using SHAP

  • Engineered CNN-LSTM hybrid for 3D print defect forecasting R²=0.87

Sep 2024  - Present

Graduate Scholar Specialist

Amherst, USA

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Housing Development Finance Corporation  Bank Ltd

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Jun 2023  - Jun 2024

Data Analytics - Manager

Bengaluru, India

  • Designed AI/ML models boosting customer acquisition 20% generating $33M revenue

  • Developed machine learning models reducing churn 10% and increasing revenue

  • Built Power BI dashboards and pipelines reducing processing time significantly

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Vodafone

  • Automated telecom workflows reducing manual effort 30% saving 20 hours weekly

  • Engineered market analysis with EDA increasing revenue by 10% significantly

  • Orchestrated fraud detection using clustering models boosting operational efficiency 25%

Jun 2019 - Jun 2022

Data Analytics - Assistant Manager

Ahmedabad & Pune, India

Projects

Vehicle Sales Forecasting Using Unemployment Data & Ensemble Models

Time-series forecasting with economic indicators and multi-model ML ensembles.

Next

Brain Tumor Classification Using Pretrained CNNs & Grad-CAM

Medical image classification with transfer learning and explainable deep learning.

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Overhang Defect Prediction in 3D Printing Using a CNN-RNN Pipeline

Real-time defect prediction from melt-pool data using hybrid deep learning.

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Food Insecurity Prediction Using Explainable AI

Interpretable machine learning models to analyze and explain food insecurity risk.

Next

Skills

Portfolio

Contact

Contact me

Sivaram Senthilkumar

Data Scientist

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+1 413 466 2844          sivaramsenth@umass.edu

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