Hi, I’m
Stanislav Gavalyugov
Sofia
Summary
Experienced in Machine Learning with a knack for problem-solving and a proactive approach. Known for adaptability, creativity, and achieving results. Committed to making meaningful contributions and advancing organizational goals.
Overview
6
years of professional experience
Work History
Empowersolutions
Machine Learning Engineer
12.2022 - Current
Job overview
- Researched, designed and implemented machine learning applications to solve business problems affecting over 2000 users.
- Ran statistical analyses within software to process large datasets.
- Compiled, cleaned and manipulated data for proper handling.
- Designed, implemented and evaluated new models and rapid software prototypes to solve different problems.
- Prototyped machine learning applications and quickly determined application viability.
- Wrote, reviewed and edited technical document in accordance with template requirements.
- Explained highly complex information in terms easily understood by non-technical personnel.
Broadcom Inc.
Application Specific Integrated Circuit Engineer
07.2021 - 01.2022
Job overview
- Analyzed and interpreted customer requirements to develop engineering solutions.
- Collaborated with other departments to facilitate successful project completion.
- Developed verification plan and implemented most of it in collaboration with the design team of Jericho3.
PLDA
Verification Engineer
01.2019 - 02.2020
Job overview
- Trained and assisted staff in validation techniques, methods and testing processes.
- Worked in collaboration with design, validation and team-lead to devise a verification plan on 'XR-AXI' bridge.
- Created functional and unit tests according to the verification plan, leading to increase in pre-production bugs.
- Developed automation scripts to increase time and usage management of licenses.
- Evaluated function, performance and design compliance of every product against design standards and customer needs.
PLDA
Intern
08.2018 - 01.2019
Job overview
- Analyzed problems and worked with teams to develop solutions.
- Collected, arranged, and input information into database system.
- Developed effective improvement plans in alignment with goals and specifications.
Education
Bulgarian Academy of ScienceSofia, Bulgaria
Ph.D. from Machine Learning
01-2028
Technical University of SofiaSofia, Bulgaria
Master of Science from Nanotechnology
01-2022
Technical University of SofiaSofia, Bulgaria
Bachelor of Science from Electrical and Electronics Engineering
01-2021
Skills
- Algorithm development
- Machine learning
- Deep learning
- Data preprocessing and cleaning
- Model development
- Complex Problem-solving
- Vector databases
- SAS programming
Accomplishments
- Developed an ML model achieving a '12+'% increase in accuracy.
- Led verification efforts for 4 project tapeouts, ensuring first-pass success.
- Contributed to the development of more than 10 features in Python-based verification environment.
Strengths
- Adaptability, Easily adapts to new technologies and work environments with minimal guidance.
- Problem-solving, Skilled at analyzing complex problems and devising effective solutions.
- Team Collaboration, Works well in cross-functional teams and values open communication and collaboration.
- Continuous Learning, Proactively seeks opportunities to expand knowledge and expertise in the field.
Languages
Bulgarian
Bilingual or Proficient (C2)
English
Advanced (C1)
French
Elementary (A2)
Software
Python
PyTorch
Pydantic
Linux
Verilog
OrCAD
COMSOL
Hobbies
I enjoy spending my time dynamically either in nature whilst doing some hiking and snowboarding or engaging in social environment by playing tennis, billiards, darts, etc.
Timeline
Machine Learning Engineer
Empowersolutions
12.2022 - Current
Application Specific Integrated Circuit Engineer
Broadcom Inc.
07.2021 - 01.2022
Verification Engineer
PLDA
01.2019 - 02.2020
Intern
PLDA
08.2018 - 01.2019
Bulgarian Academy of Science
Ph.D. from Machine Learning
Technical University of Sofia
Master of Science from Nanotechnology
Technical University of Sofia
Bachelor of Science from Electrical and Electronics Engineering
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