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