Machine Learning Developer
Company:HighRadius Technologies
Job Role:Machine Learning Developer
Duration:June 2021 - May 2022
Responsibilities:
- Worked on a project which is a patent now : MACHINE LEARNING BASED SYSTEMS AND METHODS FOR IDENTIFICATION OF TRANSACTION CATEGORY FROM CODED ERP DATA.
- Designed and implemented a Python module to assess incoming data for suitability in predictive modeling, ensuring high-quality inputs.
- Led Time Series Analysis initiatives, leveraging advanced techniques to extract valuable insights from temporal data.
- Pioneered a statistical methodology employing power transformations, effectively identifying outliers and automating data trimming processes, leading to more robust analysis outcomes.
- Elevated transactional analysis by streamlining and automating reporting procedures, enhancing the efficiency and accuracy of insights generated.
- Spearheaded efforts to optimize the runtime performance of prediction modules, resulting in substantial gains in processing speed and efficiency.
- Focused on enhancing the collections summary report, introducing a module incorporating cut-off frequency and Machine Learning principles to deliver more comprehensive and actionable summaries.
Learning Experience:
- First-hand experience of corporate environment.
- Know-how of working in a company.
- How to attend and take part in meetings.
- Team work and group discussion on making decisions.
- Planning for a project/work.
- Distribution of work for better efficiency.
- Importance of on-time completion of work.
Skills:
- Python (Programming Language)
- Data Science
- Machine Learning