Akash Kumar
Staff Engineer @ Qualcomm | Hardware Modeling | Machine Learning | LJMU
- Role
- Staff Engineer at Qualcomm
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Akash Kumar
Dynamic professional with rich experience in Computer Vision and Embedded systems- Experience in Machine Learning Algorithm:* GANs: DC-GAN & Cycle-GAN * Object detection using CNN, RCNN * Gesture Recognition & ASL using RNN+CNN, CNN-3D * Performance tuning and GPU-Acceleration- Experience in Traditional Computer Vision:* Haar based object detection * Hog based pedestrian detection system- Experience in Embedded Systems & GPU * Intel-x86, TI-DSP, ARM * Nvidia GPU (Cuda) & Intel-VCA (OpenCL)* H264 & HEVC Video Standards- Hands-on experience and Exposure in Machine learning algorithms:* Linear & Logistic Regression * SVM & Decision Trees * Boosting Techniques (Ada Boost, XG Boost)* Clustering algorithms-Self-motivator and also try to motivate my team member so that I and my team member shows centpercent commitment to the team.
Experience
Staff Engineer
Aug 2024 — Present · Bengaluru, IN
Education
International Institute of Information Technology Bangalore
PG Diploma, Machine Learning and Artificial Intelligence
Liverpool John Moores University
M.Sc., Machine Learning and Artificial Intelligence
Cochin University of Science and Technology
Bachelor of Technology (B.Tech.), Electrical, Electronics and Communications Engineering
2008 — 2012
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