Sitarathnakumar Chintam
Machine Learning Engineer
Rajahmundry
Summary
Sophisticated Machine Learning Engineer with background in independent research using intuitive, web-based architecture. Skilled in machine learning and 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
6
6
years of professional experience
3
3
years of post-secondary education
Work History
Machine Learning Engineer
L&T Technology Services
Hyderabad
02.2022 - Current
- Optimized machine learning models by implementing advanced algorithms and feature selection techniques.
- Developed custom machine learning algorithms for specific industry needs, resulting in improved performance and efficiency.
- Facilitated knowledge transfer sessions among team members on specialized topics such as deep learning architectures and natural language processing techniques, fostering a collaborative learning environment.
- Spearheaded the development of a company-wide data strategy, driving better utilization of data resources across departments for improved business outcomes.
- Worked closely with domain experts to ensure accurate representation of problem context within developed models, enhancing their real-world applicability.
- Performing Feature engineering for the created models to improve the performance of the model.
- Working on the Alert Analysis for models Provided Alerts and check whether it is TP Or FP and discuss with Plant Team.
- Retraining the Models for operational Range shift and adjusting the Threshold for FP.
- Researched, designed and implemented machine learning applications to solve business problems affecting 1000 of users
Python Developer
Tata Consultancy Services
Hyderabad
07.2018 - 02.2022
- Contributed to a positive work environment by mentoring junior developers on Python best practices and coding standards.
- Automated repetitive tasks using Python scripts, increasing efficiency within the team''s workflow processes.
- Spearheaded the migration of legacy systems to more scalable and maintainable Python-based solutions.
- Optimized database queries for improved performance, reducing response times significantly in key areas of the application.
- Collaborated with cross-functional teams to design, develop, and implement high-quality Python applications.
- Investigated new technologies like Docker or Kubernetes to streamline deployment processes while maintaining a consistent dev/prod environment.
- Worked on TOSCA(Topology Orchestration Specification For Cloud application). Tosca-o is a cross cloud platform to move applications from one cloud to another cloud platform.
- We mainly worked on TOSCA-O Properties and node filter changes and updating the code according to the requirement.
- Providing Impacts on the changes and analysis of the code. Mainly worked on the Service model creation on the Tosca-o. Understanding the TOSCA-O Specification according to the project and client requirement.
- Working on Agile methodology. Debug the code & check for the cause of the failure and perform the code change.
Education
Bachelor of Science - Computer Science
Adikavi Nanayaa University
Rajahmundry, India 06.2015 - 04.2018
Skills
SQL
Decision trees
K-Nearest Neighbors
Support Vector Machines
Supervised Learning
Unsupervised Learning
Data Visualization
Feature Engineering
Python
Flask
RapidMiner
SQL
Random Forests
Timeline
Machine Learning Engineer
L&T Technology Services
02.2022 - Current
Python Developer
Tata Consultancy Services
07.2018 - 02.2022
Bachelor of Science - Computer Science
Adikavi Nanayaa University
06.2015 - 04.2018