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  • Swati Porwal

Swati Porwal

ML and Data Analysis

Professional Summary

To make the most of my potential and discover new horizons. I would like to exploit my potential and sense of obligation for the benefit of the organization I work with in the near future.

Skills

  • Excellent organizational and analytical skills
  • Experience of developing data science capability
  • Excellent written and oral communication skills
  • Ability to read, understand, and communicate technical documentation
  • Strong communication, presentation, and business and technical writing skills
  • Strong background in Python, SQL, and R. Familiarity with designing and conducting experiments with human subjects
  • Share knowledge with people known for their world-class expertise and insight
  • Relevant technical and delivery experience within, or working as a consultant/advisor to, a financial services organization
  • Work with global clients, locally and internationally
  • Be exposed to different business cultures in high-performing teams

Work History

Total Experience: 5+

Python Devs - Software Engineer, Machine Learning (Sep 2018 - Present)

  • Work with Data Scientists and Product Managers to frame a problem, both mathematically and within the business context
  • Deploy validated algorithms to our RTB system, and develop techniques for monitoring and visualizing the performance of all deployed algorithms
  • Knowledge developing and debugging in C/C++ and Java
  • Knowledge of one or more open-source Machine Learning framework
  • Develop prototypes and validate the results
  • Expert knowledge developing and debugging in C/C++ and Java
  • Contribute to the production solutions’ development, testing, and deployment

Softweb Solutions - Machine Learning Researcher (Jun 2015 - Sep 2018)

  • Work closely with development teams to ensure accurate integration of machine learning models into firm platforms
  • This role will suit you if you thrive on working in a fast-paced environment where your work has a high impact
  • Develop the team’s capabilities in data science and machine learning, and apply them to create new data-driven insights
  • Create innovative, systematic investment signals and strategies based on a rigorous, peer-reviewed research process
  • Work with every investment team in MBFI (Credit, Macro, Equities, RV, Securitized, Mid-horizon, etc.) to introduce cutting-edge techniques and innovative data sources across the Fund
  • Design, conduct, and report results from prototype or proof-of-concept research projects that focus on 1) new tools, methods, or algorithms, 2) new scientific domains or application areas, or 3) new data sets or sources
  • Develop new machine learning models to detect malicious activity on mobile devices

Education

NIT Kurukshetra - National Institute of Technology

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