Sumukha Manjunath Email & Phone Number

Atlanta, Georgia, United States

Scottsdale, Arizona, United States

I worked on automating the data curation, evaluation and deployment of ML algorithms in the autonomous navigation stack for tractors and agricultural implements.Projects:Visual Query Tool:Goal: Address the challenge of data curation from large image datasets by developing a similar image search tool using a Vision Transformer for representation learning.

• Interpretable Visual Modeling, Computing and Learning Lab:
• Reviewed and analyzed literature on large foundation models, notably Contrastive Language Image Pretraining (CLIP), exploring methodologies for fine-tuning them for downstream applications.
• Devised and tested a fine-tuning approach for the pre-trained CLIP model with a focus on preserving out-of-distribution (OOD) performance.

I worked as a Senior Data Science Consultant as part of the Center of Application and Research group India (CARIn). The team focused on automating the diagnosis and detection of pathologies in ophthalmology patients.I worked on developing diagnostic pipelines for retinal diseases.Retinal Pathology Diagnostics Application:Goal:Automate retinal pathology.

Worked in the Computer Vision R&D team, focusing on developing machine learning components for Advanced Driver Assistance Systems (ADAS). Expanded scope in 2020 to include machine learning solutions for various internal Bosch Global projects, including ADAS and agricultural domains.Projects:Automated Lane Changing ADAS:Goal: Enhance vehicle safety and.

Master'S Degree, Electrical Engineering

Master's in Electrical Engineering with a focus on Machine Learning

Bangalore Institute Of Technology, Electronics And Communication