Pratiksha Sarwade
Pune
Summary
Senior Software Engineer at KPIT Technologies specializing in Python and Machine Learning. Demonstrated success in improving team efficiency through targeted software process enhancements. Strong skills in relationship-building, decision-making, and communication drive successful project outcomes.
Overview
4
4
years of professional experience
Work History
Senior Software Engineer
KPIT Technologies
Pune
05.2024 - Current
- Developed Python automation for converting JSON data to C file generation.
- Executed scenario detection utilizing advanced machine learning and deep learning techniques.
- Implemented weather detection models based on machine learning and deep learning algorithms.
- Provided debugging assistance and technical support to junior developers.
- Collaborated with team members to ensure timely project completion.
- Created test procedures for AEB and PCA features in advanced driver-assistance systems.
Software Engineer
KPIT Technologies
Pune
05.2021 - 04.2024
- Established a framework for converting video data into carmaker scenarios using Yolov7's object detection capabilities, the orientation model, and the longitudinal distance calculation model.
- A model was developed to calculate lateral distance.
- Utilized SCANeR tool for detailed scenario development through MICE scripting.
- Achieved traffic light recognition with Yolov4, improving real-time decision-making.
Education
Bachelor of Engineering - Electrical Engineering
Marathwada Mitra Mandal's College of Engineering
Pune11-2020
High School Diploma -
Puranmal Lahoti Polytechnique College
Latur08-2017
Skills
- Python automation
- Machine learning
- Generative AI
- Software development
Timeline
Senior Software Engineer
KPIT Technologies
05.2024 - Current
Software Engineer
KPIT Technologies
05.2021 - 04.2024
Bachelor of Engineering - Electrical Engineering
Marathwada Mitra Mandal's College of Engineering
High School Diploma -
Puranmal Lahoti Polytechnique College
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