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Daniel Angelov is a Co-founder, CTO at Efemarai | PhD AI & Robotics at Efemarai. He possess expertise in image processing, artificial intelligence, c++, matlab, c and 12 more skills.
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Co-Founder, CtoEfemarai Jan 2021 - PresentBerkeley, UsEfemarai is a platform for testing and robustifying Machine Learning models.
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Machine Learning ConsultantSelf-Employed Feb 2019 - Dec 2020· Offering free consultations on understanding bias within your propitiatory dataset and ethical implications of developed ML algorithms.· Delivered full pipelines for systems using Machine Learning - defining the problem and expected outcome, data collection, annotation, to model building and designing deployment mechanism.· Worked with public and private sector companies to assess or deliver custom solutions for object detection, tracking, instance segmentation, optimization within the domain of asset management, contactless checkout, medical domain, sports industry etc.
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Research AssistantThe University Of Edinburgh Apr 2016 - Dec 2020Edinburgh, Gb- Research Assistant on a project funded by the Alan Turing Institute and Cancer Research UK (CRUK) - Mammobot. Investigating uncertainty and confidence in multi-modal machine learning models (vision, pCLE, Raman spectroscopy, tabular) as part of a robot to aid early breast cancer detection.- Continued the DARPA XAI project at UoE by creating meta learning agents. - Tutoring Probabilistic Modelling and Reasoning, Reinforcement Learning and mentoring groups in System Design Projects. -
Interaction And Analytics InternParc, A Xerox Company Aug 2017 - Nov 2017Palo Alto, California, UsWorking on a project under DARPA’s explainable AI (XAI) program at PARC - COGLE (COmmon Ground Learning and Explanation). Aiming to build RL agents that not only solve a particular problem, but also give insight about why a specific action was taken. -
Laboratory DemonstratorUniversity Of Reading Oct 2013 - Jun 2015Reading, Berkshire, Gb· Working as a lab demonstrator for Part 1 Courses in Cybernetics,Robotics and Electrical Engineering.· Additionally volunteering as a Programming Classes Assistant for students to fully understand and practise the curriculum material. -
Image Processing SpecialistGoogle Summer Of Code Jun 2013 - Aug 2014Year 1: June - Sept 2013Year 2: May - Aug 2014· Mentors: Gary Bradski, Vincent Rabaud· I optimized and merged a new feature detection algorithm into the imgproc module of the OpenCVlibrary. The converted code ran in real time owing to being around 45% faster than the original.· Produced library standard quality code that was accepted into master/trunk.· Ongoing support and development. -
Software Engineer - Research & DevelopmentRobotic, Bulgaria Jun 2013 - Oct 2013· Created a lightweight C version of the roscpp stack that utilised BSD sockets and has nearly doubled the standard ROS node throughput performance.· Successfully running the node on a STM32 with FreeRTOS + lwIP in under 64 kB.· Bootstrapped a SaaS module on the Object Tracking system (prev. year) based on Machine Learning algorithms that has a 96.2% success rate on removing misclassification.· Mentoring a new intern in his duties for the project.
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Software Engineer - Research & DevelopmentRobotic, Bulgaria Jul 2012 - Apr 2013· Working in a small, motivated team, often under pressure due to the nature of the project.· My main task is related to Image Processing and Data Analysis. · Our team investigated the possibility of creating a real time stereo vision based system for identifying, positioning and tracking of flying morphable objects.· I am involved in building software for large scale systems, but also gaining experience in small embedded type systems.
Daniel Angelov Skills
Daniel Angelov Education Details
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The University Of EdinburghRobotics And Autonomous Systems -
University Of ReadingRobotics
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Sofia High School Of MathematicsProgramming
Frequently Asked Questions about Daniel Angelov
What company does Daniel Angelov work for?
Daniel Angelov works for Efemarai
What is Daniel Angelov's role at the current company?
Daniel Angelov's current role is Co-founder, CTO at Efemarai | PhD AI & Robotics.
What is Daniel Angelov's email address?
Daniel Angelov's email address is d.****@****g.ac.uk
What schools did Daniel Angelov attend?
Daniel Angelov attended The University Of Edinburgh, University Of Reading, Sofia High School Of Mathematics.
What skills is Daniel Angelov known for?
Daniel Angelov has skills like Image Processing, Artificial Intelligence, C++, Matlab, C, Teamwork, C#, Computer Vision, Opencv, Artificial Neural Networks, Python, Physics.
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