Anand Umashankar
Lead Data Scientist
India
Summary
👤
Senior🎓
Top SchoolAnand Umashankar is a Lead Data Scientist with 11 years of experience specializing in computer vision and deep learning, currently driving ML initiatives at ThreeV Technologies after leading ML/AI efforts at Sharper Shape. He has a strong engineering background in Python, OpenCV and Android development, and a proven track record of scaling production pipelines to process petabytes of aerial LiDAR and imagery—achieving an eightfold speedup in production. Anand blends research and product instincts from roles at Aalto University with practical delivery, having led end-to-end projects from requirements and POCs to deployed models and team OKRs. He championed the open-sourcing of ECLAIR, a LiDAR dataset, reflecting a commitment to collaborative research and reproducible ML. Trained through Master’s programs in Data Science and a Udacity Deep Learning Nanodegree Foundation, he pairs rigorous academic grounding with hands-on systems engineering.
10 years of coding experience
5 years of employment as a software developer
Master of Science - MS Data Science, Master of Science - MS Data Science at Aalto UniversityBachelor of Engineering (BE) Computer Science, Bachelor of Engineering (BE) Computer Science at Sri Jayachamrajendra ColleCollege of EngineeringDeep Learning Nanodegree Foundation Computer Science, Deep Learning Nanodegree Foundation Computer Science at UdacityMaster's degree Data Science, Master's degree Data Science at Technische Universität Berlin
English, Kannada, Telugu, Hindi
Stackoverflow
895reputation
118kreached
20answers
10questions
machine-learning
top-5%
Github Skills (121)
opencv10
python10
image-processing10
deep-learning10
computer-vision10
tensorflow10
machine-learning10
ml9
neural-network9
audio9
voice-recognition9
speech-to-text9
lidar-data9
deep-neural-networks9
bioinformatics9
Programming languages (9)
Github contributions (5)
anandcu3/Federated-Learning-for-Remote-Sensing
Dec 2020 - Mar 2021
Contributions:38 commits, 2 PRs, 25 pushes in 3 months
anandcu3/assignment-1-765837
Sep 2019 - Mar 2021
Big Data Platforms Assignment
Contributions:2 PRs, 16 pushes, 1 branch in 1 year 6 months
bigtablebigdataplatformsbig-dataspark
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