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sangeetha A

@sangeethaa1

Data Scientist and Machine Learning Trainee at ProITBridge Technologies, developing credit-risk prediction and computer-vision solutions.

India

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What I'm looking for

I’m seeking opportunities as a Data Scientist, Machine Learning Engineer, or Senior Data Analyst.

At ProITBridge Technologies, I’m developing machine learning solutions, including a bad debt prediction workflow that combines customer, credit, and employment data. I’ve used feature engineering and SMOTE to address class imbalance and compared models including CatBoost and Random Forest.

My hazardous-waste detection project is a computer-vision proof of concept for identifying objects in scrap-yard environments. I prepared and annotated image data, trained YOLOv8 models, evaluated detection performance, and explored a FastAPI deployment workflow.

At Capgemini, I developed healthcare analytics projects using SQL, Snowflake, and ETL. I assessed healthcare data models and checked alignment with standards including OMOP, FHIR, and USCDI V3.

Earlier, at eMudhra and Cumilisys LLC, I worked on predictive modeling and analytics, including forecasting solutions and R Shiny dashboards. I’m now building on that experience through hands-on work in data science and machine learning.

Experience

Work history, roles, and key accomplishments

Current

Data Science & Machine Learning Trainee

Current

ProITBridge Technologies

Apr 2026 - Present (6 months)

Delivered end-to-end machine learning solutions including data preparation, EDA, feature engineering, model development, evaluation, and deployment planning. Created a bad debt prediction solution and addressed class imbalance using SMOTE.

Python Pandas NumPy scikit learn CatBoost SMOTE Feature Engineering Model Evaluation Streamlit fastAPI

Senior Consultant / Data Analyst - Healthcare Analytics

Capgemini

Mar 2021 - May 2026 (5 years 2 months)

Developed healthcare data analytics projects using SQL, Snowflake, and ETL for accurate reporting and validation. Analyzed patient, practitioner, and encounter data ensuring alignment with OMOP, FHIR, USCDI V3, EPRN, and TLC standards.

SQL Snowflake ETL Data Validation Data Modeling Data Quality Power BI Python Healthcare Data Standards OMOP FHIR USCDI

Software Developer

eMudhra

Sep 2019 - Jun 2020 (9 months)

Worked on data-driven analytics and predictive modeling activities using classification and machine learning techniques. Applied regression, clustering, and predictive analytics to generate business insights from customer datasets.

Python Machine Learning Classification regression Clustering Predictive Analytics Data Analysis

Associate Software Engineer

Cumilisys LLC

Nov 2016 - Aug 2019 (2 years 9 months)

Worked on data analytics and predictive modeling solutions for business use cases. Developed statistical forecasting solutions and analytical workflows using Python/R-based tools, and created dashboards with R Shiny and ggplot2.

Python R R Shiny Ggplot2 Data Analysis predictive modeling Statistical Forecasting Data Visualization