Tsvetan Asamov
Senior Researcher
Experience
Senior Researcher
Ontotext
- Knowledge Graph Embeddings
- Quantitative Research
- Deep Learning
Co-Founder
Asamov Ltd
- Quantitative Research
Senior Data Scientist
Snapchat
- Deep Learning
- Stochastic Optimization
Postdoctoral Research Associate
Princeton University
- Multistage Stochastic Optimization
- Approximate Dynamic Programming
Web Search Optimization
- Worked on the development and implementation of an optimization model that significantly improved Google web search capacity
- The work was considered a trade secret instead of being pursued for a patent
Course Instructor for Math 354 Linear Optimization
Rutgers University
Research Assistant
Center for Operations Research, Rutgers University
- Developed methods for the construction of time-consistent approximations to risk-averse multistage stochastic optimization problems under the mentorship of Professor Andrzej Ruszczyński
- Worked with Professor Adi Ben-Israel to develop a probabilistic clustering algorithm for high-dimensional data
Ph.D. in Operations Research
Rutgers University
- Risk
- Stochastic Optimization
- Dynamic Programming
- High–Dimensional Clustering
Research Assistant
DIMACS, Rutgers University
- Worked with Professor Fred Roberts on finding optimal policies for layered security and improving the resilience of ports in the event of natural disaster
- Created algorithms for the multi-objective optimization of structured sensor networks with the port-of-entry group of Professor Elsayed A. Elsayed
Research Assistant
Summer Science REU, Kenyon College
- Developed algorithms for the generation of linear error-correcting codes with good minimum distance under the mentorship of Professor Nuh Aydin
- Implemented a database of Z4 codes and created a method for the construction of LDPC codes of arbitrary girth
Teaching Assistant for Data Structures, Introduction to Programming and Calculus
Kenyon College
B.A. Mathematics, Economics, Scientific Computing
Kenyon College
- Magna Cum Laude
- Distinction in Mathematics
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Education (11.5 years), Information Technology (4.5 years), Banking and Finance (2.5 years), and Media and Entertainment (1.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Research and Development (18 years), Business Intelligence (1.5 years), and Product Development (0.5 years).
Skills
Programming / Research Tools: Julia, Matlab, C, C++, Java, R, Python, Cplex, Gurobi, Magma, Maple
Deep Learning / Gpu Computing: Knet, Mxnet, Tensorflow, Openai Gym, Cuda, Dataframes
Languages
Education
Princeton University
Postdoctoral Research Associate · Princeton, United States
Rutgers University
Ph.D. · Operations Research · Piscataway, United States
Kenyon College
B.A. · Mathematics, Economics, Scientific Computing · Gambier, United States · Magna Cum Laude; Distinction in Mathematics
Certifications & licenses
Google Certificate Of Excellence
Profile
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