Summary
Overview
Work History
Education
Skills
Work Preference
Timeline
Samith S

Samith S

Bangalore

Summary

Results-driven Data Science Consultant at Capgemini with expertise in machine learning and big data analytics. Successfully led a team to develop predictive models and optimize performance, enhancing accuracy through hyperparameter tuning. Proven ability to communicate effectively and manage CI/CD pipelines, significantly improving project outcomes and stakeholder satisfaction.

Overview

6
6
years of professional experience
1
1
year of post-secondary education

Work History

Data Science Consultant

Capgemini
Bangalore
06.2024 - Current
  • Utilized Apache Spark and Hadoop for big data analytics projects.
  • Developed predictive models using machine learning techniques for project deliverables.
  • Optimized machine learning models through hyperparameter tuning to enhance accuracy.
  • Designed API endpoints to expose machine learning services effectively.
  • Led machine learning team to ensure timely delivery within SLA deadlines.
  • Collaborated with stakeholders to gather requirements and develop tailored solutions.
  • Maintained version control over code files, documenting changes for traceability.
  • Coordinated with frontend and testing teams to facilitate backend setup.

IT Analyst

Tata Consultancy Services
Bangalore
06.2019 - 05.2024
  • Developed LSTM model to predict application performance failures across 20+ applications.
  • Created multiclass classification machine learning model for server and application categorization.
  • Deployed automated Python script at scale, mitigating memory issues and preserving data integrity across 150 servers.
  • Established CI/CD pipelines for five applications, overseeing configuration and maintenance.
  • Implemented multiple Service Improvement Plans, significantly enhancing Customer Satisfaction Index.

Education

Bachelor of Engineering - Electronics And Communications Engineering

Sri Sairam College of Engineering, Anekal, Bangalore
06-2019

Post Graduate Diploma - Data Science

International Institute of Information Technology, Bangalore
01.2023 - 02.2024

Skills

  • Machine learning and predictive modeling
  • Big data analytics
  • API development
  • Hyperparameter tuning
  • Data visualization
  • Team leadership
  • Effective communication
  • CI/CD pipeline management
  • Azure Databricks and TensorFlow
  • Python programming
  • Version control with Git

Work Preference

Work Type

Full TimeGig Work

Location Preference

HybridOn-SiteRemote

Timeline

Data Science Consultant - Capgemini
06.2024 - Current
International Institute of Information Technology - Post Graduate Diploma, Data Science
01.2023 - 02.2024
IT Analyst - Tata Consultancy Services
06.2019 - 05.2024
Sri Sairam College of Engineering - Bachelor of Engineering, Electronics And Communications Engineering

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Samith S