Arshpreet Singh Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

- Successfully implemented a vision-based inspection system, leveraging deep learning techniques to replace an expensive thermal camera system. Achieved superior defect detection capabilities, even for minute anomalies.- Developed highly accurate and efficient instance segmentation, object detection and image classification pipelines for tablet inspection. Deployed models using frameworks such as ONNX and TensorRT, optimizing model inference time by 50%.- Led the design and development of a comprehensive ML module for a unified inspection system product. Drafted training, inference and deployment configurations. - Leveraged image processing techniques using OpenCV in C++ to build a multi-process health check module ensuring a reliable operating environment for inspection. - Led a team of interns in executing challenging computer vision tasks. Collaborated with annotators to curate precise and high-quality data for model training and validation.- Coordinated with clients, conducted knowledge sharing and brainstorming sessions with the team to help resolve major bottlenecks.

Bengaluru, Karnataka, India

- Worked closely on improving the Face Verification system which is ranked 5th globally and 1st in India.- Extensively researched and implemented state-of-the-art loss functions and efficient data usage methods.

Worked under the CAIR Lab (Centre for Artificial Intelligence & Robotics) of DRDO (Defence Research and Development Organization of India).

- Built a Gender Equality Assessment Functionality in a team of 20+ AI experts from the world.- Worked on scraping reviews from job portals, cleaning them, and performing various NLP tasks like keyword extraction, topic modeling and sentiment analysis on them.

- Learnt and implemented important mathematical concepts for Machine Learning.- Implemented major Machine Learning Algorithms from scratch in Python.- Built a Diabetes chatbot in RASA.

- Mentored students in the domain of Machine Learning and Data Science- Conducted workshops on Introduction to Machine Learning and Google Cloud Platform.

- Contributed in the successful organization, management and promotion of events and workshops organized by DSC JIIT Noida.