Open to opportunities

Muskan Dhaka

@muskandhaka

Message

Machine Learning Engineer blending NLP research with production-ready deployments and healthcare analytics impact.

United States

Message

What I'm looking for

I’m looking to build ML/NLP systems that move from research to reliable production—partnering on real-world analytics (including healthcare data quality) and dashboards, with strong engineering practices like Dockerized deployments and CI/CD.

I’m a Machine Learning Engineer with published NLP research and hands-on experience shipping end-to-end ML systems into production. I’ve built and deployed models and services using Flask REST APIs, Docker, and AWS EC2, with CI/CD support via GitHub Actions.

I also bring healthcare analytics and BI strengths—building dashboards for claims and encounter data quality metrics and creating KPI reporting with Power BI and Tableau. I’m energized by bridging research and real-world outcomes, from NLP feature engineering (TF-IDF, n-grams, LDA) to automation tools that improve data accuracy, reliability, and reporting efficiency.

Experience

Work history, roles, and key accomplishments

Graduate Student Data Proctor

Rowan University Testing Services

Sep 2024 - May 2026 (1 year 8 months)

Managed student testing data in university systems and Excel, ensuring accuracy, integrity, and compliance. Developed a Python-based incident tracking tool and created reports to streamline processes and resolve system issues.

Excel Python Data Validation Incident Tracking Reporting Compliance

Intern

Schaeffler India Limited

May 2023 - Sep 2023 (4 months)

Collaborated on analytics projects using Power BI and Tableau to visualize large datasets and build KPI dashboards. Automated Python/NumPy preprocessing pipelines and supported analytics reporting with Power BI and Excel to evaluate operational performance.

Power BI Tableau KPI Reporting Python NumPy Data Visualization Excel data preprocessing

Education

Degrees, certifications, and relevant coursework

Rowan University

Master of Science, Data Science

2024 - 2026

Pursuing a Master of Science in Data Science. Completed graduate coursework and supported testing data management and reporting through university systems.