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
