Rahul T
Machine Learning Engineer
Frisco
Summary
Machine Learning Engineer with an M.S. in Computer Science (2024) and professional experience across India and the United States. Strong foundation in Python, data structures, and scalable machine learning systems. Experienced in building and deploying ML models on AWS, optimizing performance, and contributing to AI-powered production systems. Actively expanding expertise in Generative AI, LLM systems, and distributed ML infrastructure.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Machine Learning Engineer
SMD TECHNOSOL
06.2024 - Current
- Built and deployed end-to-end ML models in Python for predictive analytics and automation, impacting business decision workflows.
- Improved model performance by 18% through advanced feature engineering and hyperparameter optimization.
- Designed data preprocessing pipelines handling 100k+ records daily using Pandas and SQL.
- Deployed models on AWS EC2 and implemented monitoring using CloudWatch.
- Reduced model inference latency by 25% through efficient batching and optimized API design.
- Contributed to development of an internal LLM-powered knowledge assistant using retrieval-based architecture.
- Participated in system design discussions for scalable ML deployment and API reliability.
Software Engineer
Edify Technologies
06.2022 - 12.2022
- Developed Python-based backend APIs serving internal data applications.
- Assisted in building a recommendation system prototype using collaborative filtering techniques.
- Performed data cleaning, EDA, and feature extraction on structured datasets.
- Optimized SQL queries improving reporting performance by 20%.
- Automated reporting workflows reducing manual effort by 30%.
Education
Master of Science - Computer And Information Sciences
University of North Texas
Denton, TX05-2023
Skills
Natural language processing
Data analytics
Machine learning
Python
Object-oriented programming
Pandas library
API development
Software development
AWS services
Deep learning
Web development
HTML
Javascript
Testing and debugging
Certification
AWS Certified Soultions Architect- Associate
Timeline
AWS Certified Soultions Architect- Associate
06-2025
Machine Learning Engineer
SMD TECHNOSOL
06.2024 - Current
Software Engineer
Edify Technologies
06.2022 - 12.2022
Master of Science - Computer And Information Sciences
University of North Texas