Profile Image

Salman Omar Sohail

Robotics Engineer

PUBLICATIONS


Automated Testing of Standard Conformance for Robots

IEEE, CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2023 (New Zealand, Auckland)

Property-Based Testing in Simulation for Verifying Robot Action Execution in Tabletop Manipulation

IEEE, EUROPEAN CONFERENCE ON MOBILE ROBOTS (ECMR), 2021 (Germany, Bonn)

EDUCATION


HBRS Logo MSc. in Autonomous Systems (Hochschule Bonn-Rhein-Sieg)

OCT 2019 — APR 2023
Sankt Augustin, Germany

Majors are in:
  • Robotics & Automation
  • Computer Vision
  • Robotic Safety & Quality Assurance
  • Autonomous Mobile Robots & Manipulators
  • Machine Learning \ Deep Learning
  • Natural Language Processing


UOL Logo BSc. in Mechanical Engineering (University of Lahore)

SEP 2014 — AUG 2018
Lahore, Pakistan

Majors are in:
  • Mechatronics
  • Total Quality Management
  • Renewable Energy Resources
  • Engineering Economics
  • Mechanical design and fabrication

Academic Projects


PROPERTY-BASED TESTING: FORMALIZED ROBOTIC TESTING FOR STANDARD COMPLIANCE
R&D that automates robotic standards validation through simulated testing, verifying compliance, identifying missing functionalities and software bugs in heterogeneous robots (Master Thesis).
FUNCTIONAL NEAR-INFRARED SPECTROSCOPY (FNIRS) TAP DETECTION
Functional near-infrared spectroscopy (fNIR) detected finger taps from brain with a 92% test accuracy using Deep Neural Network.
OSMOSIS FAULT-TOLERANT SYSTEM
Implementation of a fault-tolerant manager that detects errors within the Summit XL robot and executes the recovery process during a mission around an airport.
TOYOTA HSR TESTING FRAMEWORK
Research and development of automated property-based testing for the Toyota HSR robot’s perception, manipulation, and navigation stacks.
INTELLIGENT WINDING MACHINE AS A FLEXIBLE MANUFACTURING SYSTEM
Design and fabrication of an automated wireless coil-winding machine for stator coils of 70cc motorcycles (Bachelor’s Project).
DEEP-LEARNING & NATURAL LANGUAGE PROCESSING
Development of entity detectors, image classifiers, text-extractors, text-summarizers, chatbots, form-fillers, test-suites, 3D spatial imitators, text pre-processors, predictive control etc.

COURSE WORK


C++ Nanodegree
Udacity | C++ Nanodegree