Open to opportunities

Mrudula Kapadia

@mrudulakapadia

Message

Senior Data Scientist and AI solutions lead delivering healthcare-focused, production-ready AI platforms.

India

Message

What I'm looking for

I seek roles building and scaling production healthcare AI platforms where I can lead end-to-end delivery, mentor teams, and drive measurable clinical and business impact.

I am a Senior Data Scientist and AI Solutions Lead with 8+ years of end-to-end experience building production AI/ML products, primarily in healthcare, IoT, and enterprise analytics.

I lead three live AI platforms—medical image classification (SACHI), LLM-based agentic lead management (ILM), and insurance claim analytics (ICA)—owning architecture, model experimentation, deployment planning, and cross-functional stakeholder alignment.

My technical strengths include deep learning (CNN/transfer learning), time series forecasting (ARIMA/SARIMA), NLP, RAG pipelines, on-premise LLM deployment (Ollama), and Vector DBs (FAISS/ChromaDB), complemented by full-stack delivery tools like Python, TensorFlow, Power BI, Snowflake, and SQL.

I partner closely with clinical and operational teams to translate clinical workflows into reliable AI systems with explainability and compliance, and I have delivered measurable operational and revenue impact across hospital workflows, industrial IoT monitoring, and large-scale forecasting projects.

Experience

Work history, roles, and key accomplishments

Current

Senior AI / Data Scientist

Current

MediaStra Pvt. Ltd.

Jan 2026 - Present (2 months)

Lead end-to-end delivery of three healthcare AI platforms (medical image classification, LLM-based lead management, insurance claim analytics), owning AI architecture, model experimentation, and deployment while aligning clinical workflows and stakeholders.

TensorFlow Grad CAM Ollama Python SQL Clinical AI

Senior Business Analyst

Growth Catalysts

Jun 2024 - Dec 2025 (1 year 6 months)

Built NLP radiology report classifiers and Power BI analytics dashboards, delivered SQL pharmacy reconciliation to quantify revenue leakage, and led requirement workshops for hospital automation and AI adoption.

NLP TF IDF Power BI DAX SQL Healthcare Analytics Dashboarding

Associate Data Scientist

Ecolab

Apr 2022 - Jun 2024 (2 years 2 months)

Developed ARIMA/SARIMA time series models and feature engineering for IoT tank consumption forecasting across 4,000+ tanks, validated models with RMSE/MAPE and integrated monitoring rules with US operations.

ARIMA SARIMA Time Series Python SQL

Project Research Assistant

Indian Institute of Technology Bombay

Nov 2018 - Mar 2022 (3 years 4 months)

Built a full-stack IoT analytics portal (Node.js/React/MongoDB) for energy consumption and anomaly monitoring, defining KPIs and delivering dashboards to facility teams for efficiency improvements.

Node React MongoDB MQTT AWS EC2 Dashboarding Full Stack

Associate

Amazon India

Oct 2017 - Jun 2018 (8 months)

Performed network troubleshooting operations and internal software component testing within Amazon's service infrastructure to support operational reliability.

Testing Operational Support Internal Tools Infrastructure

Education

Degrees, certifications, and relevant coursework

Great Lakes Institute of Management

Post Graduate Program, Artificial Intelligence & Machine Learning

2022 - 2022

Grade: 83%

Completed a Post Graduate Program in Artificial Intelligence & Machine Learning with an 83% score, a collaborative program with the University of Texas at Austin.