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Data Scientist, Cholamandalam Finance & Investment
Data Scientist
June 13, 2026 – Present
End-to-End-Medical-Chatbot-GenAI
May 1, 2025 – May 1, 2025
End to End Medical chatbot using Pinecone as a vectorDB, with Html, CSS frontend and Flask as web framework
View ProjectEnd-to-End-ML-Project-with-MLFlow
August 4, 2023 – April 18, 2025
Builted a End-to-End Mlops project with wine_quality dataset, using github actions for CICD pipeline, deployed in AWS cloud with EC2 instance and ECR service. Integrated MLFlow for Experiment Tracking. https://dagshub.com/manirathinam21/End-to-End-ML-Project-with-MLFlow.mlflow\
View ProjectFace_Recognition_Realtime_Attendance
May 2, 2023 – May 2, 2023
Attendance marking based on the facial recognition
View ProjectPothole_detection_YOLOv5
December 11, 2022 – December 11, 2022
it's a road pothole detection webapp using YOLOv5
View ProjectWarehouse_Apparel_YOLOv5
December 9, 2022 – December 9, 2022
Warehouse Apparel detector using YOLOv5
View ProjectChennai_Housing_Price
October 26, 2022 – November 1, 2022
It's a MLOPS- DVC implementation on ChennaiHousingPrice prediction with Docker containerise using ML-Random forest
View Projectsimple_dvc_demo
September 3, 2022 – December 17, 2022
DVC- data version control, its a CI/CD pipeline on ML
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in various aspects of Data Science and MLOps. However, the lack of team projects or diverse organizational experience makes it difficult to fully assess cultural fit. The projects align well with a Data Scientist role, showing initiative and a drive to learn and implement. The current experience as a Data Scientist at Cholamandalam Finance & Investment, though recent, suggests a professional alignment with the target role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a focus on practical implementation, but there is no information regarding teamwork, problem-solving approach, or communication style.