ABHISHEK SINGH

San Jose, CA ***** ac895m@r.postjobfree.com 669-***-**** linkedin.com/in/singh-abhi/ github.com/abhisingh32

COURSEWORK: Data Structures & Algorithms, Operating Systems, Database, Data Mining, Large Scale Analytics,

Machine Learning, Autonomous Vehicles, Software Enterprise Platform, Software Systems Engineering.

EDUCATION:

•Master of Science in Software Engineering, San Jose State University 3.75 /4.0 Jan 2018 - Dec 2019

•Bachelor of Engineering - University of Pune, India First Class with Distinction July 2007 - May 2011

TECHNICAL SKILLS:

Programming: Python, R, VBScript, C, C++, Shell Script.

Database: MySQL, NoSQL, Mongodb, Cloudant, DB2.

Technologies: HTML, Web Services, Kubernetes, Linux, Unix, AWS, Kubernetes, IBM Cloud, Google Cloud.

Tools: Tableau, Spark, Pig, Hive, Hadoop, Google Colab, Jira, GIT, SVN, Perforce, CVS, Bitbucket, SoapUI.

Data Science: TensorFlow, Keras, SciKit Learn, Data Mining, Large Scale Analytics, Machine Learning, Deep Learning.

WORK EXPERIENCE:

Software Development Lead, HCL Technologies Ltd, Pune, India Aug 2015 - Jan 2018

•With extensive coding experience, developed and enhanced automation framework, analyzed Proof of Concept (POC) and Return on Investment (ROI) as well as implemented Continuous Integration (CI) using Jenkins.

•Received ‘Innovation Award’ for - “Prediction of Defect Probability” using Machine Learning with Python and ML APIs.

•Performed extensive programming, code merger, peer code review and assisted them in version control via GIT.

•Acquired Investment banking project, on-boarded & led a team of 12 developers with 16 on-time Agile deliveries.

Software Developer, VL Web Tech, Pune, India May 2015 - Aug 2015

•Based on client’s need, single handily developed and delivered: New automation framework from scratch via self-learning.

•Developed 170+ test cases with dynamic programming based on Delphi based windows application using TestComplete.

Software Automation Developer, Atos Syntel, Pune, India Oct 2012 - April 2015

•Automated banking, web-based Silverlight and flash application using selenium webdriver using Java and Java script.

•Developed 274 automated cases for .net based desktop application using HP UFT tool and CI using Jenkins tool.

ACADEMIC PROJECTS

Trust prediction and Social Network Analysis using Graph mining- [Python, NetworkX, Gephi, Conv. Algorithm] Dec 2018

•Edge weight of the graph nodes representing the trust factor between any two users, were predicted using Fairness and Goodness algorithm. Fairness and Goodness algorithm was implemented from a research paper published by Stanford.

•Fairness and Goodness algorithm were evaluated against many algorithms such as ‘Bias and Deserve’ and Hybrid.

Life Expectancy prediction by Demographic- [Association Analysis, FP-Growth, Multinomial Regression, ML] Dec 2018

•Unforeseen non-intuitive information is extracted using Association Analysis via implementing FP-Growth algorithm.

•Data preprocessing and feature engineering, performance comparison with numerous algorithms (GaussianNB, BernoulliNB, MultinomialNB and LinearSVC) are done via implementation via pandas, NumPy, Scipy and MatploLib.

Heart Disease Prediction using Big Data- [AWS lambda, IBM Bluemix, Android Studio, MongoDB, IBM Watson] May 2018

•Designed an android app in Android Studio using Java as front end, connected with ML model via AWS Lambda API.

•Trained models using SVM and regression logistics models kept on IBM Bluemix triggered via Lambda API, for heart disease prediction using biometric data captured from mobile phone camera module.

AWARDS AND CERTIFICATES:

· INNOVATION Award (HCL Technologies Ltd.) · NSE’s National Certification for Financial Market: (Beginner’s + Advanced)

· Banking and Financial Level 1 Certified · Agile Level 1 · ISTQB certified · SPOT Award (Syntel Ltd.) · SPOT Award (HCL Tech.)