Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Languages
Timeline
Generic

Shivam Singh

Pune

Summary

Driven Data Scientist with a proven track record at Data Axle and Cognizant Technologies, enhancing project efficiency through advanced data analytics and machine learning pipelines. Advanced understanding of statistical, algebraic and other analytical techniques. Excelled in deploying scalable models and leveraging statistical analysis, underscored by a strong problem-solving aptitude. Achieved significant improvements in data processing and analysis, demonstrating a keen analytical thinking ability.

Overview

3
3
years of professional experience
1
1
Certification

Work History

Big Data Intern

Cognizant Technologies
01.2022 - 05.2022
  • Explored new technologies and approaches to streamline processes.
  • Designed and developed Databases using SQL to manage and meet client requirements
  • Used hive as data warehouse to apply data queries and analysis in efficient way
  • Applied Map reduce method to query huge data in haddop

Data Scientist

Data Axle
07.2022 - Current
  • Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
  • Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordinations.
  • Used Spark Optimization techniques to enhance the pipeline execution
  • Leveraged Databricks tools, including notebooks, workflows, feature stores, and MLflow, to enhance project efficiency and effectiveness.
  • Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
  • Designed and implemented an end-to-end Airflow solution for deploying data science models in production.
  • Designed and implemented deep learning models for single-class classification on imbalanced datasets.
  • Developed ML lifecycle Pipeline for Projects on Databricks interactive notebooks and workflows to be used in Production
  • Analyzed large datasets to identify trends and patterns

Education

Bachelor of Technology -

MIT Academy of Engineering
Pune, India
06.2022

High School -

Thakur College of Engineering
Kavali, Malad, Mumbai, India
05.2017

Skills

  • Data Mining
  • Analytical Thinking
  • Statistical Analysis
  • Customizing ML Pipelines
  • Model Deployment
  • Data Visualization
  • Problem-solving aptitude
  • Python Programming
  • Problem-solving abilities
  • Agile framework understanding

Accomplishments

  • Advanced to the semi-finals of Smart India Hackathon (SIH)

Certification

  • Scalabale Machine Learning
  • Deep learning with Databricks

Languages

Hindi
Upper intermediate (B2)
English
Upper intermediate (B2)

Timeline

Data Scientist

Data Axle
07.2022 - Current

Big Data Intern

Cognizant Technologies
01.2022 - 05.2022

Bachelor of Technology -

MIT Academy of Engineering

High School -

Thakur College of Engineering

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Shivam Singh