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I am a data scientist and a software developer with a scientific background in computational physics. My passion is to translate advances in mathematics, statistics, computer science, and data science into new tools to address important problems. • Performed supercomputer simulations and applied state-of-the-art analyses, using techniques from machine learning, to detect and track physical phenomena with extreme details. • Developed scientific software for industry, open source applications, and scientific teams.• Achieved Master data scientist tier and ranked 356th globally in Kaggle, the world largest community of data scientists with more than 90,000+ users.• Proficiency with Python, Pandas, Numpy, Scikit-Learn, XGBoost, and LightGBM to develop predictive models and hands-on experience in SQL, Pyspark, and Tensorflow.• Collaborating with diverse teams of software engineers, data engineers, and UX researchers to achieve interdisciplinary progress.
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Senior Data ScientistPubmatic Jan 2019 - PresentRedwood City, Ca, UsPubMatic provides a platform that connects digital publishers to buyers. It receives more than 100 billion impressions per day and sends bid requests to more than 100 buyers. I use machine learning algorithms to throttle bid requests with low-value and manage traffic with minimum loss. • collaborating with engineers to improve the efficiency of our platform and reduce infrastructure costs.• designed and developed an algorithm to reduce over-delivery and under-delivery that increased platform spends by 10%.• Identified a bug in the way test traffic was being allocated and implemented a solution to the problem that saved the company $3M annually.• Eliminated traffic spike sending to buyers by forecasting traffic and throttling more aggressively during peak hours. -
Data ScientistZaplabs Feb 2018 - Jan 2019Emeryville, Ca, Us• Developing a recommendation tool from-scratch for real estate agents to take more meaningful actions and turn prospects into clients• Working with a team of software engineers and data engineers to operationalize the recommendation model -
Researcher/PostdocUniversity Of Chicago Oct 2013 - Feb 2018Chicago, Il, Us• Successfully designed a simulation to characterize topological defects at the molecular level • Leveraged strong communication and collaboration skills to partner with a chemist and designed experiments based on simulation findings to organize nanoparticles at liquid crystal droplets • Constructed proposal for use of Argonne Natl Lab supercomputer with collaboration with 5 graduate students • Presented the origin of particle self-assembly at the interface of liquid crystal droplets and molecular nature of topological defects at American Physical Society meeting -
Research And Teaching AssistantTechnische Universität Darmstadt Jul 2009 - Dec 2012Darmstadt, Hessen, De• Successfully developed first hybrid method to couple molecular dynamics to finite elements for polymers • Collaborated with the applied mechanics department to develop hybrid method • Performed atomistic and coarse-grained simulations of polymers and nanocomposites • Developed new methods to bridge the atomistic description of a system to a coarser level • Addressed the effect of nano-filler on enhancing the mechanical properties of nanocomposite materials • Collaborated with large companies such as BASF and Bosch to quantify mechanical properties of nanocomposites • Presented research in EU Nanomodel meetings to audience of 30+ industry researchers • Collaborated in constructing proposal for DFG, German research foundation • Wrote proposal for scholarship program to supervise undergraduate student
Mohammad Rahimi Skills
Mohammad Rahimi Education Details
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Technische Universität DarmstadtComputational Physics -
UdacityMachine Learning Engineer Nanodegree
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Isfahan University Of TechnologyPhysics
Frequently Asked Questions about Mohammad Rahimi
What company does Mohammad Rahimi work for?
Mohammad Rahimi works for Pubmatic
What is Mohammad Rahimi's role at the current company?
Mohammad Rahimi's current role is Senior Data Scientist at PubMatic.
What is Mohammad Rahimi's email address?
Mohammad Rahimi's email address is mr****@****ago.edu
What is Mohammad Rahimi's direct phone number?
Mohammad Rahimi's direct phone number is +131273*****
What schools did Mohammad Rahimi attend?
Mohammad Rahimi attended Technische Universität Darmstadt, Udacity, Isfahan University Of Technology.
What skills is Mohammad Rahimi known for?
Mohammad Rahimi has skills like Science, Fortran, Physics, Molecular Dynamics, Latex, Molecular Modeling, Mathematical Modeling, Python, Data Analysis, Materials Science, Polymers, Numerical Analysis.
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