SIVA TEJA REDDY
Bangalore,Karnataka
Summary
AI/ML Engineer with 3.6+ years of experience in developing and optimizing deep learning models, achieving performance improvements of up to 25%. Proficient in Python, TensorFlow, PyTorch, and NLP. Dedicated to delivering end-to-end machine learning solutions that enhance product usability and efficiency. Successful in leading AI-driven projects that accelerate timelines and deliver transformative results through innovative approaches and collaborative efforts.
Overview
3
3
years of professional experience
Work History
Gesture Detection AI/ML SW Developer
Marelli
09.2023 - Current
- Executed and implemented gesture detection systems using machine learning models, improving rear lamp sensor detection accuracy by 18%
- Successfully conducted real-time data analysis and model retraining, resulting in a 25% boost in system efficiency
- Delivered end-to-end ML solutions, including data preprocessing and feature extraction for gesture detection using neural networks and deep learning
- Optimized deployment of ML models, reducing processing time by 20%, ensuring seamless integration with existing systems
Voice Assistance ML SW Developer
Marelli
08.2022 - 09.2023
- Contributed to research projects focused on advancing ML techniques, particularly in the area of NLP
- Successfully deployed a voice assistance product for HVAC controls and entertainment purposes
- Enhanced voice recognition for HVAC controls using NLP techniques, resulting in a 12% reduction in error rates
- Collaborated with suppliers to improve product usability, leading to a 15% increase in APK functionality
AUTOSAR SW Junior Engineer
Capgemini
06.2021 - 08.2022
- Responsible for developing LIN protocol stacks while integrating essential components of the CAN architecture; enhanced system reliability leading to zero critical failures within six months of deployment and guaranteeing uninterrupted vehicle operation
- Responsible for development testing, identifying and resolving potential issues early, reducing overall development time by 15% and improving system robustness
- Evaluated existing systems and processes to identify areas for improvement, leading to increased operational efficiency across projects.
- Analyzed project feedback to identify areas for improvement in future initiatives.
- Supported senior engineers in the development of complex designs, contributing to the advancement of project goals.
Education
Postgraduate - AI & ML
IIIT Bangalore
Bangalore, Karnataka11.2024
B.E. - Electrical & Electronics Engineering
Sathyabama Institute of Science And Technology
Chennai , Tamil Nadu01.2019
DIPLOMA - Electrical & Electronics Engineering
Loyola Polytechnic College (YSRR)
Pulivendula, Kadapa, Andhra Pradesh01.2016
Skills
- C/C
- Python
- Deep Learning
- Neural Networks
- NLP
- Generative AI
- Pandas
- NumPy
- Scikit-learn
- TensorFlow
- PyTorch
- Keras
- GIT
- JIRA
- RTC
Personal Information
Notice Period: 45 days
Timeline
Gesture Detection AI/ML SW Developer
Marelli
09.2023 - Current
Voice Assistance ML SW Developer
Marelli
08.2022 - 09.2023
AUTOSAR SW Junior Engineer
Capgemini
06.2021 - 08.2022
Postgraduate - AI & ML
IIIT Bangalore
B.E. - Electrical & Electronics Engineering
Sathyabama Institute of Science And Technology
DIPLOMA - Electrical & Electronics Engineering
Loyola Polytechnic College (YSRR)
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