Yogesh Jeswani

Yogesh Jeswani

Austin, Texas, United States
2K followers 500+ connections

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About

Experienced Software Engineer with a demonstrated history of working in the information…

Activity

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Experience

  • FinanceOps Graphic

    FinanceOps

    United States

  • -

    Miami, Florida, United States

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    Austin, Texas

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    Austin, Texas Area

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    Dallas/Fort Worth Area

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    Dallas

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    Pune Area, India

Education

  • The University of Texas at Dallas Graphic

    The University of Texas at Dallas

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    Activities and Societies: Indian Students Association, CS outreach

    Pursuing Masters in Computer Science from University of Texas Dallas in Computer Science. Coursework includes Algorithm Analysis and Design, Data Structures, Machine Learning, Big Data, OS concepts, Database Design .

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    Activities and Societies: Indian Society for Technical Education, Computer Society of India, IEEE.

    I completed Bachelors in Electronics & Telecommunication from University of Mumbai (2007-2011) with Distinction grade. The coursework included was Digital Logic & Design, Logistics, Digital Signal Processing, Probability, Java,C++, Basic Electronics, Radio Frequency etc.

    Vice Chairperson of Indian Society for Technical Education(2011), Organized various events and workshops for Students at college level, Organized Industrial visit.

    Technical Head of Indian Society for Technical…

    I completed Bachelors in Electronics & Telecommunication from University of Mumbai (2007-2011) with Distinction grade. The coursework included was Digital Logic & Design, Logistics, Digital Signal Processing, Probability, Java,C++, Basic Electronics, Radio Frequency etc.

    Vice Chairperson of Indian Society for Technical Education(2011), Organized various events and workshops for Students at college level, Organized Industrial visit.

    Technical Head of Indian Society for Technical Education(2010), Conducted Technical Events, Workshops, Seminars etc.

Volunteer Experience

  • Volunteer

    National Society of India

    - 2 years 3 months

    Social Services

    I worked as a volunteer for National Society of India where i participated in Social Awareness among people, Organized Blood Donation Camps, Donated Blood for a social Cause, educated people, organized social events for donations.

Courses

  • Algorithm Analysis

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  • Big Data

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  • Data Structures

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  • Database Design

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  • Discrete Structures

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  • Implementation of Advanced Algorithms

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  • Java/Frameworks/Webservices

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  • Machine Learning

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  • Natural Language Processing

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  • Operating System Concepts

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  • Optimization: Linear & Integer Programming

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  • Statistical Methods in Data Sciecne

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  • Web Programming Languages

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Projects

  • HTML Classification using Advanced Naive Bayes

    Implemented HTML Classification with advanced feature reduction techniques. Used Stemming and Lemmatization, HTML Parser for preprocessing, collected top 200 features to get rid of over fitting models, checked the test data accuracy using Bagging Models,got the consistent accuracy of 85% - 90% with different data sizes.

  • Optimization of Linear Systems

    Optimized Industrial Problems based on Linear Systems by converting it into Mathematical model and considering all the real time events. Used Simplex Method, Graphical Methods, Optimization of Convex Sets techniques, Duality Theorems, Fourier-Mortzen Algorithms to come up with Optimized Solution.

  • Implementation of Complex Data Structures

    Implemented Complex Data Structures like LinkedList, Stacks, Queues, Unidirected Minimum Spanning Trees, Directed Minimum Spanning Trees,AVL Trees, Red Black Trees, Treemaps, Euler Tour, Euler Paths, Priority Queues, Indexed Heap Priority Queues, Hashing, Shortest Paths, BFS, DFS, Optimization of Linear systems, on large data sets and compared the time complexities to get the feel of Linear Programs.

  • Speech Text Analysis (Natural Language Processing)

    Analyzed the Political Speeches based on different domains by extracting features like the Average Length of Sentence, Sentiment Analysis Score, POS Tagging, Vocabulary SIze, most influential words, Quotes, Word Sense Disambiguation, Action Verbs in the Speech. These features gave us minute details about the speaker, their ideologies, positivity in their speeches, "To Do Attitude" and many other factors.

  • Rest Web Services using Apache Tomcat and JAX-RS

    Implemented my own REST Web Services using Apache Tomcat 1.7 as a Server and JAX-RS.Developed a Rest Client which will communicate with Web Service. Client will send request in the form of JSON format and will receive response in the form of JSON format. The server will also load some files from local system into main memory during initial start up.

  • Word Sense Disambiguation (Natural Language Processing)

    Implemented Word Sense Disambiguation to get the sense of the word in a particular context using Penn Treebank DataSet.

    See project

  • Natural Language Processing (Bigrams/ POS Tagging/ HMM)

    Implemented a project on to find Unigrams and Bigrams Probabilities given a Corpus and Unseen Corpus as an Input. Compared the results with Add 1 Smoothing and Good Turing Discounting.

    Implemented POS Tagging given an annotated Input text file and did the error analysis using Penn Treebank Tagset.

    Implemented Viterbi Algorithm to find the States given hidden states as an input.

    See project

  • Web Application using Spring MVC and WAMP Stack

    Developed a Web Application named as "meFavor" where user can post their Jobs which can be done by others. Once posted, other users can view the Jobs and can complete the Jobs if other users allows so. This has a potential of Part time Jobs where Users can earn extra penny apart from their full time by making others life easy.
    For this Application, We hosted web services on Application Server and used Spring MVC for developing the Services. Client side development is done using PHP, Windows,…

    Developed a Web Application named as "meFavor" where user can post their Jobs which can be done by others. Once posted, other users can view the Jobs and can complete the Jobs if other users allows so. This has a potential of Part time Jobs where Users can earn extra penny apart from their full time by making others life easy.
    For this Application, We hosted web services on Application Server and used Spring MVC for developing the Services. Client side development is done using PHP, Windows, Apache Server, HTML, CSS, AJAX, Bootstrap Frameworks.
    The Interaction between user and Web Services are Secure using SSL/TLS connections, moreover encrypted to avoid any phishing attacks.Database is hosted on AWS which is globally accessible.

  • Google-Prediction-API (Predictive Modelling) and Python Client

    This was an Individual project where I used Google Prediction API to train a model. The data set was of Car evaluation data based on 6 features such as doors, maint, lug_boot etc. The Class labels were Unacc, acc, good,vgood. Used a prediction API functionalities to train a Model and written a Python Script to predict new test instance on my train model. The accuracy was 99.4% on trained model.

    See project

  • Text Categorization(Machine Learning)

    Implemented Text Categorization using Naive Bayes Classifier and Boosting to increase the accuracy on Test text files. My program was able to categorize new test files given 20 class labels with an accuracy of 79.2%. As a part of Improvisation, I did Stemming, used Stop words which increased the Accuracy further to 81.4%.

  • Threads and Semaphores (Operating Systems)

    Implemented Work performed in Postal Service Department using Threads and Semaphores to provide Mutual exclusion. Used Java Semaphore Libraries to perform. Customers come to office to buy stamps, mail a package and mail a letter. Parallel processing is done to perform the given task.

  • Machine Learning(Bagging)

    Implemented Bagging using Decision Trees Classifier with different Training Data sets with replacement algorithm. Accuracy increased from 70% to 94%. The classifier predicted good results with more number of Iterations (i.e More number of Classifiers) as Decision Trees Classifiers are Unstable Classifiers.

    See project

  • Machine Learning(Hidden Markov)

    Implemented Hidden Markov Model to predict the states for a given model. Used Viterbi Coding Algorithm to get the states for a given sequence. The project was Implemented in Java.

  • InterProcess Communication(Operating Systems)

    Implemented a prototype of Microprocessor in Java. The program acts as a CPU and Memory and it works and fetches information from Memory for the instructions and processes in CPU. It also has a functionality of Interrupt, Timer which will switch execution from One process to another in timely manner. The program takes a text file with loaded instructions and provides the output desired.

  • Machine Learning (Decision Tree)

    Implemented a Decision Tree to classify the Datasets and to take Decisions on given input as a part of project in Machine Learning. Use of Entropy and Information Gain to get the best input. As a further enhancement, did Post Pruning on the tree to improve the Accuracy to get the best results.

  • Machine Learning( Neural Networks)

    Implemented Neural Networks(Double Perceptron Layer Networks) to train the system with more than 90% of accuracy for test instances.

  • Data Structures

    A project for Airline Reservation system to find the Shortest and Cheapest Flights between the cities to make customers travel more comfortable.worked on different Graph Algorithms and implemented it to use to develop a web project.

  • Java Blog Aggregator

    Developed a Java Blog Aggregator to maintain all the blogs related to Java Development.It was a combination of Spring Framework, Maven, Apache Tiles, JAXB, Html,CSS, Java, JSP, Servlets, Jetty Server, Hibernate, XML,Apache Tomcat Server, JSON etc. It covered all the different aspects of the technologies and gave me a good exposure to work and also to integrate it all at a place.

  • Oil Transaction (Database Design and Web Develppment)

    Worked on the Academic Project where Clients can log in to Online Portal to make some Oil Transactions,i.e BUY/SELL on regular basis with the help of Traders. It is an Intermediate System where Clients need to pay commission to Traders for every Successful transaction. Web Development is done using HTML, CSS, Java script, PHP (Interface), MySQL, WAMP Server.

  • Mobile Jammer

    The Project name itself speaks everything. worked on a distinguishing project called Mobile Jammer integrating Electronics with Computers on a broader scale.we created PCB circuits from scratch, worked in High Radio Frequency labs with Highly equipped Equipments, did software testing on GSM and CDMA frequencies, Jammer was able to block radio signals till 10-15 metres of distance and was remarkable.

Honors & Awards

  • Valuable Team Player

    Tech Mahindra

    I was awarded Valuable Team Player from Tech Mahindra for my dedication, hard work and for completing my goals well before in time. I was consistent with my performance, up to date with the latest technologies which helped me achieve my goals.

  • 5th University Topper in Electronics in Higher Secondary Board

    Nagpur University

    I was 5th University Topper in Electronics in Higher Secondary Board (196/200) and i had been felicitated by college and awarded by University of Nagpur.

  • Gold Medalist In Physics

    College Recognition

    Gold Medalist in Physics for my outstanding performance in Higher Secondary Board.

  • Meritorious Student in Higher Secondary Board

    University of Nagpur

    I was a Meritorious student in Higher Secondary Board securing (90.8%) of Marks. I had been recognized and awarded for my extra ordinary performance from University.

Languages

  • English

    Full professional proficiency

  • Hindi

    Full professional proficiency

  • Sindhi

    Full professional proficiency

Organizations

  • Indian Society for Technical Education

    Vice Chairperson

    -

    I was Vice Chairperson for an organization named Indian Society for Technical Education in College where we organized and conducted different workshops related to various technologies.

  • Indian Society for Technical Education

    Technical Head

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    I was a Technical Head of Indian Society for Technical education where I organized and conducted various Technical events, webinars,seminars for students from various background.

  • Computer Society of India

    Participant

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    I was a part of Computer Society of India where i attended various events, workshops, seminars like Ethical Hacking and got to learn new Technologies from Techies.

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