Govind Singh
Data Engineer
Greater Noida
Summary
With 2+ years of hands-on experience in data science and data engineering, I excel in developing predictive models, data analysis, ETL, and utilizing tools such as Python, Pandas, and scikit-learn to drive data-driven insights and solutions in the current role.
Overview
3
3
years of professional experience
4
4
years of post-secondary education
Work History
Data Scientist | Engineer
EXL Services
06.2021 - Current
Automated Re-training of Machine Learning Models
- Developed Python scripts to automate retraining of machine learning models deployed in production without human intervention.
- Implemented a robust retraining solution that runs on a scheduled basis, executing weekly updates to ensure he models remain accurate and up-to-date with changing data patterns.
Machine Learning Prediction model using Decision Tree Classifier
- Developed accurate ML models using Decision Tree Classifier to predict GL code variables with accuracy > 80%
- Used FastAPIs to seamlessly integrate responses from ML model and other solution
Object Detection Model using YOLO
- Trained a state-of-the-art YOLO-based object detection model for invoice processing, achieving exceptional accuracy > 70% in extracting invoice fields
- Improved data extraction efficiency by accurately detecting invoice numbers, account details, and dates
Education
Bachelor of Engineering - Mechanical Engineering
BITS Pilani
Pilani 08.2017 - 05.2021
Skills
Machine Learning
Neural Networks
Python Programming
ETL development
Statistical Analysis
Gen AI
Timeline
Data Scientist | Engineer
EXL Services
06.2021 - Current
Bachelor of Engineering - Mechanical Engineering
BITS Pilani
08.2017 - 05.2021