Prankur Garg
@prankur
Data scientist driving healthcare and e‑commerce impact with ML.
What I'm looking for
I am a data scientist with 5+ years of hands‑on experience building predictive models, NLP systems, and time‑series solutions across healthcare (EHR/EMR) and e‑commerce domains. I hold a Master of Science in Applied Data Science and combine strong statistical foundations with production ML engineering skills.
I have led cross‑functional initiatives that reduced patient no‑shows by 20%, improved 30‑day readmission AUC‑ROC by 15% using BiLSTM–Transformer models, and deployed BERT‑based sentiment and multilingual text classification pipelines to boost customer satisfaction and accuracy. I design end‑to‑end solutions on Databricks/Azure with MLflow monitoring and visualization in Power BI.
I collaborate with clinicians, product managers, and engineers in agile squads to translate domain problems into scalable AI solutions, and I continuously focus on measurable outcomes such as revenue uplift, operational efficiency, and model performance improvements.
Experience
Work history, roles, and key accomplishments
Data Scientist
eClinicalWorks LLC
Oct 2021 - Jan 2025 (3 years 3 months)
Led clinical ML initiatives including a no-show XGBoost model that reduced no-shows by 20% and a BiLSTM-Transformer that improved 30-day readmission AUC-ROC by 15%, while deploying monitoring pipelines on Databricks and MLflow.
Data Analyst
WebCraft IT
Jul 2017 - Jan 2019 (1 year 6 months)
Built logistic regression and time series models to predict churn and forecast sales, increasing e-commerce sales by 12% and improving inventory planning and revenue through Tableau dashboards.
Education
Degrees, certifications, and relevant coursework
Syracuse University
Master of Science, Applied Data Science
2019 - 2021
Grade: 3.72
Completed a full-time Master of Science in Applied Data Science focusing on predictive modeling, NLP, and time series analysis; graduated with a 3.72 GPA.
Rajiv Gandhi Proudyogiki Vishwavidyalaya
Bachelor of Engineering, Computer Science and Engineering
2013 - 2017
Grade: 7.37
Activities and societies: Served as Event Secretary and coordinator for the intercollegiate techno-culture fest Varenya; Committee Coordinator for the annual tech-fest inauguration.
Completed Bachelor of Engineering in Computer Science and Engineering with a CGPA of 7.37, gaining foundations in software and data analysis.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/Prankur03Social media
Job categories
Skills
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