Mohsen K Email & Phone Number
Who is Mohsen K? Overview
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Mohsen K is listed as Research Assistant at University of California, Santa Cruz, based in Santa Cruz, California, United States. AeroLeads shows a matched LinkedIn profile for Mohsen K.
Mohsen K previously worked as Summer Research Intern at Abb and Summer Research Intern at Abb. Mohsen K holds Doctor Of Philosophy - Phd, Electrical Engineering, 4.0 from University Of California, Santa Cruz.
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About Mohsen K
PhD graduate with a strong background in machine learning and statistics. I have recently finished my PhD and I am interested in new opportunities related to machine learning, data science, time series analysis, forecasting and statistical inference part-time, or full-time. I am proficient in many useful programming languages and I have extensive background in statistical analysis. I have excellent verbal and written communication skills.Specialties:Statistics: Regression (linear and non-linear), classification algorithms(Naive Bayes, SVM, KNN, Neural Networks, Logistic Regression), clustering algorithms (K-Means,Mixture of Gaussians), time series analysis (ARIMA models), Kalman Filters, Random Process Models, dimensionality reduction techniques (PCA), Singular Value Decomposition (SVD), factor analysis, hypothesis testing, estimation and detection theory, natural language processing, text classification, sentiment analysis, information retrieval, entity resolution, recommender systems (content-based algorithms, collaborative filtering algorithms, matrix factorization algorithms), data structures, approximation algorithms, regularization, bias-variance analysis, matrix completion, optimization (convex, integer programming), Expectation Maximization (EM) Algorithm, gradient descent algorithm, statistical relational learning (collective inference, link prediction), graphical models.Programming: Latex, Shell Scripting, Python, MATLAB, C, Java, Probabilistic Soft Logic (PSL), SQL, Spark, Hadoop
Mohsen K's current company
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Mohsen K work experience
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Research Assistant
Worked on many research problems in graduate school. Here is a small list:- Studied large-scale social networks based on random graph structures. We tried to model social networks and study their impact upon the communication networks. In this work, we have used Watts-Strogatz and Kleinberg social network models. - Studied the problem of Private Information Retrieval and proposed a robust solution based on secret sharing. - Studied the problems of link prediction and collective classification in complex social networks using graphical models inProbabilistic Soft Logic (PSL).- Applying techniques like KKT optimization, hypothesis testing and Detection in signal processing. - Used random linear fountain codes to provide efficient solutions used for big data storage networks. - Predicting traffic bottlenecks using predictive analysis and machine learning in data networks. - Investigating network health through collective inference and Learning. - Text classification and Entity resolution using statistical relational learning in Probabilistic Soft Logic.- Sentiment analysis in natural language processing using statistical relational learning. - Study of complexity of approximation algorithms and constraint satisfaction problems.
Summer Research Intern
- Improved the accuracy of the company’s geolocation algorithm by more than 5% using neural networks in Python. This work has been granted a US Patent. - Worked with third-party contractor to feed the geo-location data for central network control applications.
Summer Research Intern
- Built pipelines for automating data for the Real Time Tracking System (RTLS) solution for the company. This data pipeline is used for geo-location algorithms. - Used unsupervised learning (K-Means clustering algorithm) in implementing a geo-location prototype. - Researched the use of classification algorithms (SVM, Logistic Regression and KNN) for localization and geo-location. - Optimized the beamforming technique used by the company. This work has been granted a US patent.
Summer Research Intern
- Improved company's network deployment cost through an accurate statistical model to capture the effects of randomness (shadowing, fading) in channel modeling. This had a large impact on company's revenue. - Researched on the use and implications of different coding techniques used in company's devices. - Performed analysis on real world data provided by the company to improve communication accuracy.
Mohsen K education
Doctor Of Philosophy - Phd, Electrical Engineering, 4.0
Master'S Degree, Computer Science, 4.0
Master Of Science - Ms, Electrical, Electronics And Communications Engineering
Frequently asked questions about Mohsen K
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What company does Mohsen K work for?
Mohsen K works for University of California, Santa Cruz.
What is Mohsen K's role at University of California, Santa Cruz?
Mohsen K is listed as Research Assistant at University of California, Santa Cruz.
Where is Mohsen K based?
Mohsen K is based in Santa Cruz, California, United States while working with University of California, Santa Cruz.
What companies has Mohsen K worked for?
Mohsen K has worked for University Of California, Santa Cruz, Abb, and Tropos Networks.
How can I contact Mohsen K?
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What schools did Mohsen K attend?
Mohsen K holds Doctor Of Philosophy - Phd, Electrical Engineering, 4.0 from University Of California, Santa Cruz.
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