Veerendranath R
Machine Learning Engineer
Summary
Sophisticated Machine Learning Engineer with background in independent research using intuitive, web-based architecture. Skilled in Python with documented history of discovering methods to intelligently use data to enhance user experience. Effectively researches techniques for novel approaches to problems, develops prototypes to assess viability of approach and deploys application into production yielding insights to expand customer-consciousness.
Overview
3
3
years of professional experience
2
2
Languages
Work History
Machine Learning Engineer
Tekion Corp
12.2021 - 12.2022
- Conceptualized and directed the development of scalable AI architectures for predictive maintenance and customer behavior analysis using Python, Scikit-learn, and TensorFlow
- Integrated advanced NLP solutions for text classification, sentiment analysis, and information extraction using tools like NLTK and SpaCy
- Built custom machine learning tools and functionalities using Python, enhancing model performance and efficiency
- Designed and managed ETL pipelines for ML models using AWS, ensuring efficient data integration and scalability
- Created and managed the CI/CD pipeline using Jenkins, ensuring streamlined deployments and continuous integration of code changes
- Collaborated with cross-functional teams to integrate diverse system components effectively.
Python Developer
Mindtree
10.2019 - 12.2021
- Developed and maintained server-side applications using Python, Django, ensuring seamless integration with front-end applications
- Implemented robust data analysis pipelines using Pandas and NumPy, creating visualizations with Matplotlib and Seaborn to support data-driven decision-making
- Utilized SQL for relational database management, implementing efficient queries and data models to support application functionality
- Increased code quality and productivity through Test-Driven Development (TDD), Refactoring, and Pair Programming techniques
- Conducted performance tuning and optimization of Python applications, ensuring efficient use of system resources and improved application performance
- Utilized Terraform for infrastructure as code (IaC) to manage and automate AWS resources, enhancing infrastructure reliability and scalability
- Developed RESTful APIs to facilitate seamless communication between client and server applications
- Automated repetitive tasks using Python scripts to improve efficiency and reduce manual workload.
Education
Master of Science - Computer Forensics
Western Michigan University
Kalamazoo, MI06.2024
PG Diploma - Artificial Intelligence
IIITB
Bangalore, India09.2021
Bachelor of Technology - Computer Science
MITS
Madanapalle, India05.2019
Skills
Natural Language Processing
SQL Proficiency
Git Version Control
Python Django
API Development
Database Management
Code Writing
Python
Machine Learning
Data Analytics
Model Development
Natural Language Processing
Timeline
Machine Learning Engineer
Tekion Corp
12.2021 - 12.2022
Python Developer
Mindtree
10.2019 - 12.2021
Master of Science - Computer Forensics
Western Michigan University
PG Diploma - Artificial Intelligence
IIITB
Bachelor of Technology - Computer Science
MITS