Apr 2022 – Jan 2024 · 1 yr 9 mos · Hazaribagh, Jharkhand

• Start of my full-time entrepreneurial journey after returning to India, with a clear focus on exploring long-term direction — no looking back.
• Engaged in hands-on development through freelance and demo projects that applied AI and computer vision across industries including:
• Architecture, Engineering & Construction (AEC)
• E-commerce
• Defence (Para-military medical applications)
• Education
• This period was instrumental in sharpening my technical and product thinking while experimenting with emerging technologies in real-world use cases.

Apr 2019 – Mar 2022 · 2 yrs 11 mos · Wuppertal Area, Germany

• Computer Vision applied research (Semi-supervised learning, Image classification, Object detection and Body pose tracking), Advanced Safety and User Experience.
• Design and development of a distributed machine learning framework for real-time inference on embedded devices.
• Development of an automated SIL, HIL framework for the evaluation and fine tuning of ML algorithms.
• Optimisation of ML algos on Qualcomm Snapdragon, Google coral, TI, Ambarella, Intel, ARM and Renesas.

Jul 2018 – Feb 2019 · 7 mos · Düsseldorf Area, Germany

• Topic: Study and Implement the concept to support Recurrent Neural Networks on Embedded Hardware for Autonomous Vehicles.
• Assignments:
• Literature Survey on the adaptation of RNNs in ADAS to solve problems like Semantic Segmentation, Driver Intent/ Behavior prediction, Lane change assist, Object detection and tracking, Vehicle trajectory prediction, Adaptive Cruise Control and Collision Risk Assessment.
• Implementation of LSTMs in the existing hardware parallel co-processor.
• Study the potential changes in the current hardware accelerators to support RNN efficiently.

Apr 2018 – Jun 2018 · 2 mos · Düsseldorf Area, Germany

• Worked with Vision Group to design an object detection algorithm and the associated SW modules for its deployment on a specialized embedded hardware enabling real-time operation.
• Internship included the following tasks:
• Review of existing object detection algorithm.
• Design and optimization of the existing architectures for optimum use of hardware accelerators.
• Development of object detection SW modules for the post processing of features in the processing engines.

Jan 2016 – Jun 2016 · 5 mos · Jamshedpur , India

• Plan and organize the maintenance team.
• Troubleshooting of Hydraulic and Pneumatic equipment (Hydraulic press, Mechanical Press, Shot blasters, Flow formers, etc.) and, to direct the respective shift or general team of a particular line to its respective machinery, equipment, electrical and mechanical systems.
• Preparation of reports and statistics related to the critical machines or bottleneck.

May 2015 – Dec 2015 · 7 mos · Raiganj, West Bengal, India

• AI/ML, C++, Python, Java

Mar 2014 – Apr 2015 · 1 yr 1 mo · Jamshedpur

• Development of a low-speed electric passenger vehicle.

Nov 2011 – Feb 2014 · 2 yrs 3 mos · Jamshedpur, Jharkhand, India · On-site

• Built an ATV at the university workshop and participated in two racing events.