Manjushree Aithal
AI Camera Researcher, Lenovo | PhD Electrical and Computer Engineering | Machine Learning & Deep Learning Researcher | AI & Signal Processing Engineer
- Role
- Ai Camera Staff Researcher at Lenovo
- Location
- Binghamton, NY, US
- LinkedIn followers
- 500 followers
About Manjushree Aithal
Ph.D. Graduate with 5+ years of experience in experimental analysis in Machine Learning…
Experience
Ai Camera Staff Researcher
Nov 2022 — Present
Lead the advanced research and technology group with Lenovo with experienced colleagues on Machine Learning, Computational Photography, Computer Vision, and Software Research- Contributed towards the business solution for addressing and solving the technical problems for mobile-device AI camera- Developed an image pre-processing pipeline for the model development and worked on automating the process pipeline- Developed GAN model as an image enhancement method for annotation automation and dynamic enhancement- Developed and experimented with various image exposure fusion methods/ networks for better information retrieval in over-exposed areas- Developed small size face recognition model for low light face detection and cropping- Log, track, A/B testing, evaluate, and analyze the performance of different ML algorithms and models on devices- Developed an in-house A/B testing and evaluation app that sped up the testing process from 6 to 2 hours- Mentored interns for the summer program and managed workflow with contractors- Contributed towards patent applications and technical presentation of technical solutions for Mobile Technology Innovation- Managed and organized group brainstorming and related sessions for building the teams and other company activities- Implemented research ideas and testing the idea via Python coding
Education
Savitribai Phule Pune University
Master's in Engineering, Electronics and Communications Engineering (Signal Processing)
2013 — 2015
Binghamton University
Doctor of Philosophy - PhD, Electrical & Computer Engineering
2016
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