Machine Learning Developer

Bosch Global Software Technologies
September 2022 - July 2023 (11 months)

- Responsible for implementing AI/ML solutions for the problem statements related to Car-multimedia unit.
- Developed Transformer (deep-learning) based solutions using Natural Language processing techniques for a problem statement. Implemented Word2Vec model for Data Augmentation and used the data for fine-tuning a BERT model to fetch word-embeddings. Increased performance of the existing model by 6%. Developed an API using FastAPI for production purpose.
- Implemented Transformers based solution on images dataset provided by the team. Fine-tuned object detection models like MobileNet, EfficientNet for detection of seat-belt purpose. Got accuracy of 92% after building the complete solution.
- Worked on Interior Monitoring Systems project of driver drowsiness detection.Performed experiments with Artificial Neural Networks. Also performed experiments on RNNs and LSTMs by framing a time-series problem.


Senior System Engineer

Infosys Ltd.
October 2019 - August 2022 (2 years and 11 months)

- Worked as an Research and Development engineer where problem statements revolved around enhancing the existing Data Privacy product.
- Responsible for creating POCs (Proof Of Concepts) using AI/ML algorithms to enhance iEDPS (Data Privacy Solution) product.


Engineering Intern

Kirloskar Oil Engines Ltd.
December 2017 - January 2018 (1 month)

- I worked as an intern in the assembly line of this company.
- Did assembly and dismantling of many parts of an engine under guidance of people.
- Got a holistic idea about designing and manufacturing of a product given by the design head.