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Defence Research and Development Organization (R&DE Engineers) / Masters Thesis
Effect of Image Colourspace on Performance of Convolution Neural Networks
Sumanth Reddy Kaliki
Renoworks- Canada / Artificial Intelligence Tech LeadCalgary - Canada
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Sumanth Reddy Kaliki
Renoworks- Canada / Artificial Intelligence Tech Lead
Lead Artificial Intelligence Expert
Skilled Artificial Intelligence Engineer with 8+ years’ of experience in Deep Learning, Computer Vision, Generative AI, Machine Learning, Knowledge Graphs, Data Science, Cloud Computing, and Programming. Passionate about building scalable and reliable learning systems that automate the scientific discovery process and decision making to solve real-world business problems. I have over 5 years’ of
Ambition
In the future
Use my skills in Artificial Intelligence/Deep Learning/Machine Learning/Computer Vision to architect, collaborate, develop, test, and deploy AI applications at scale and improve their efficiency, performance, and reliability
Renoworks- Canada2 years
Artificial Intelligence Tech LeadPresent
- Present
• Developed AI Exterior Home Visualization SasS platform that is 30% more accurate than the previous generation. • Designed a scalable hybrid micro-service architecture on Amazon Web Services (AWS) that is 4x faster and can handle 15x the current load while keeping the b
DIRTT- Canada3 years
Lead Artificial Intelligence Expert
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• Created an AI concierge service for generative design in modular construction. • Created a Product Recommendation Engine using Knowledge Graph. • Created a Knowledge Graph of size 1 Billion nodes and 4 Billion rela
Satyabhama Institute of Science and Technology4 years
Visiting Faculty
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• Teaching Deep Learning, Machine Learning, Computer Vision etc to the bachelors and masters students through workshops and online sessions • Guide students in their projects
Blincam3 years
Deep Learning Engineer
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• Designed AI based intelligent photo sharing platform • Developed and tested Deep Learning based Object/ Face Recognition and Scene Understanding models • Developed Deep Learning based Image Ranking/ Similarity models
Udacity2 years
Student Mentor
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✔Evaluate the performance of students and help them to organise their studies and also provide motivation to them during the course of the program so that they can finish all projects in time. ✔ Supply of resources and advice to better understand the content of the cours
Udacity
Self Driving Cars Nano Degree
- Deep Learning For Breast Cancer Diagnosis
Train Deep Learning Algorithms on Digital mammography images to diagnose Breast Cancer
- Lesion Segmentation Using Deep Learning
Train Deep Learning models for cancer diagnosis by segmenting the Lesions/tumors in CT-Scan images
- Defence Object Detection and Recognition using Deep Learning
o Created new defence object detection data-set o Developed deep learning based object detection models
- Extended Kalman Filters To Fuse The Sensor Data To Detect and Track the Bicycle's Position, Velocity.
Use extended kalman filters and sensor fusion(LIDAR & RADAR data) to detect and track the velocity and position of a bicycle that is moving near our vehicle.
Defence Research and Development Organization (R&DE Engineers)1 year
Masters Thesis(Intern)
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• Developed Object Detection models for Defence, to be used in Autonomous Vehicles for surveillance applications • Develop and test reliable Deep Learning models for Autonomous Driving
- Cancer Diagnosis from Colo-rectal Histology Images
Train Deep Learning models to diagnose cancer by training it on Colo-Rectal Histology images
Defence Institute of Advanced Technology
Masters in Robotics
SKR College of Engineering and Technology
Bachelors in Electronics and Communication Engineering
Skills
Machine learning
1Recommended by Muhammad Razzaqul Haider
Algorithm
1Recommended by Muhammad Razzaqul Haider
Python
1Recommended by Muhammad Razzaqul Haider
Deep Learning
1Recommended by Muhammad Razzaqul Haider
Computer Vision
1Recommended by Muhammad Razzaqul Haider
Publications
Accomplishments / Portfolio
Awards and Certifications
言語
- English - Native