Bereket Sharew
Senior Machine Learning Engineer @ StudioX
About
Experienced with Machine Learning, Deep Learning, Robotics, Object Detection, 3D reconstruction, Motion Estimation and Signal Processing Algorithm Development. Hands on experience on Depth sensors, IMU, Ultrasonic Sensors, IP cameras.
United States
Santa Clara
Information Technology & Services
REST APIs, MLflow, Netron, ONNX, TorchScript, Nvidia Triton Server, gRPC, Amazon Redshift, Real-time Data Acquisition, C++, Python, Matlab, Computer Vision, Signal Processing, Image Processing, Machine Learning, Software Development, Artificial Intelligence (AI), Deep Learning, Data Science
Experience

Computer Vision/Machine Learning
MR&D S.P.A.
Milan Area, Italy

Computer Vision/ Optical Flow Segmentation Algorithm - Master’s Thesis
Trento Area, Italy
▪ Worked on development of optimized motion segmentation algorithms using the optical flow information. ▪ Algorithm test and Evaluation. ▪ Applied the developed algorithm for real time fall detection using feed from multiple axis camera feed.

Autonomous Indoor Navigation
Trento, Italy
▪ Devised and executed 3D reconstruction, plane detection, point cloud filtering, and ground plane extraction. ▪ Employed point cloud clustering and obstacle detection as well as integrated system with path finding algorithm by utilizing key expertise. ▪ Took initiate to determine and resolve challenging problems in hardware sensing enablement (including distance sensors), robot localization, navigation, and obstacle avoidance. ▪ Stabilized core robot functionality, including sensing, controls, uptime, and network communications. ▪ Oversaw and managed issues and risk throughout the project and contributed in usability test activities. ▪ Collaborated with hardware engineers to improve design, ensure functionality, support software production tool training and documentations.

Path Planning and Tracking for WMR – Project
Trento, Italy
Shortest path planning was done using adopted A* algorithm, three axis Simulink Accelerometer was modeled. The accelerometer was calibrated using Gauss newton algorithm. Model fitting was performed using a priori collected data.

Control Engineer - Intern
Gondar, Ethiopia
Studied the overall control system of the company, and managed overall production system using Programmable logic control. Effectively tested a PLC discrete input device, and confirmed a discrete input module, and reported the overall assessment. Designed a PLC program to control the start/stop of a bi-directional motor, planned a PLC program to interlock two motors, and PLC program that uses a safety interlock to control the operation of a machine.
Bereket Sharew's Contact Information
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