Vadim Borisov, Phd Email & Phone Number

Tübingen, Bw, De

Advance machine learning techniques for microbiome.

Greater Tubingen Area

Artificial data generation

Rome, Latium, Italy

Machine & Deep Learning interpretability and explainability;Deep Learning for tabular data;

Teaching Assistant for "Data Mining and Probabilistic Reasoning", "Explainable and Fair Machine Learning Methods" classes.

Reutlingen Area, Germany

• Applying AI technologies to electronic design automation with the industry partner BOSCH.• Investigation of novel blackbox verification techniques using Machine Learning and Deep Learning / Artificial Neural Networks approaches. Gradient Boosting + ANNs.• Evaluation algorithms with different mutation techniques. Computer Vision for the failure detection using CNNs• Developed a deep reinforcement learning based approach to accelerate parameter selections.

Dresden Area, Germany

I was working in a small group with several developers; my part was to implement new / enhance old features for an automation framework.Technologies: Python, NumPy/SciPy, svn, LISP.

Kobe, Hyogo, Japan

Developed a behavior model written in a C-like language for a Carbon Nanotubes Transistor (CNT)

Russian Federation

ADCs and DACs layout design in the BiCMOS and SOI technologies; Floor-planning; IC verification and post-layout simulations (Calibre, Assura, PVS); ESD; Electro Migration (EM); Cadence PCELLs; Parasitic extraction; Several typeouts.

Doctor Of Philosophy - Phd, 1.0 - Magna Cum Laude

Master Of Science (M.Sc.), Microsystems, 2.0

EE and CS

Master'S Degree, Electrical And Electronics Engineering, 4.9/5.0

magna cum laude