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Rohit Dusane

Rohit Dusane

Data Scientist | Machine Learning

Healthcare

Mumbai, Maharashtra

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Services offered

๐“๐ฎ๐ซ๐ง๐ข๐ง๐  ๐ก๐ž๐š๐ฅ๐ญ๐ก๐œ๐š๐ซ๐ž ๐๐š๐ญ๐š ๐ข๐ง๐ญ๐จ ๐š๐œ๐ญ๐ข๐จ๐ง๐š๐›๐ฅ๐ž ๐ข๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ ๐ฐ๐ข๐ญ๐ก ๐ซ๐ž๐š๐ฅ-๐ญ๐ข๐ฆ๐ž ๐ฆ๐š๐œ๐ก๐ข๐ง๐ž ๐ฅ๐ž๐š๐ซ๐ง๐ข๐ง๐ 

Iโ€™m a Data Scientist with over 2 years of experience building real-time machine learning pipelines in the healthcare sector. I hold an M.Sc. in Statistics from North Maharashtra University, where I gained a strong foundation in statistical modeling, inference, and multivariate analysis. My academic background sparked a passion for solving real-world healthcare problems through data.

Professionally, I specialize in end-to-end ML development โ€” from data wrangling and feature engineering to model training, deployment, and monitoring. Iโ€™ve worked extensively with Python, FastAPI, Streamlit, MLflow, and Docker. Notable achievements include reducing false positives by 15% in a readmission risk model and designing custom ML solutions that help healthcare clients turn raw data into meaningful insights.

I excel at interpreting complex datasets and developing solutions that improve clinical outcomes and operational efficiency. My work blends technical proficiency with communication and teamwork โ€” critical when collaborating with cross-functional stakeholders in fast-paced environments.

As I pursue new opportunities, Iโ€™m eager to contribute to impactful projects at the intersection of AI and healthcare. Iโ€™m especially interested in predictive analytics, clinical decision support, and applied research that leverages machine learning to transform patient care and drive innovation.

Approximate rate: USD$ 50 per hour

Experience

Freelance Data Scientist | ML Engineer
Sep 2024 โ€“ Present
Delivered ML solutions for healthcare and finance clients, including a readmission risk predictor (15% fewer false positives) using XGBoost. Deployed end-to-end pipelines with FastAPI and Streamlit. Built real-time dashboards and optimized decision-making through pattern analysis on client data.

Biostatistician โ€“ NMC Healthcare
Dec 2018 โ€“ Aug 2024
Led statistical modeling (logistic regression, survival analysis) to optimize patient care. Supported 5+ clinical studies and co-authored 3 publications. Created Power BI dashboards to reduce data interpretation time by 25%. Improved patient outcomes via predictive analytics.

Statistician โ€“ Tata Memorial Centre
Aug 2013 โ€“ Jul 2018
Applied advanced statistical techniques to support clinical trials and authored 10+ research publications. Ensured data integrity, drove actionable insights, and optimized research protocols in oncology studies.

Education

  1. M.Sc. in Statistics โ€“ North Maharashtra University, Jalgaon, 2012
  2. B.Sc. in Statistics โ€“ North Maharashtra University, Jalgaon, 2010

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