Machine Learning Engineer

404-***-****

*************@*****.*** Sunny Sharma

github.com/sunnyks

linkedin.com/in/sunnyks

Technical Skills

Languages: Python, Matlab, PostgreSQL, Java, C++

Frameworks/Libraries: Scikit-learn, NumPy, SciPy, Pandas, matplotlib, Keras, Theano, Hadoop/MapReduce, Unity, Arduino Projects

Credit Card Fraud Detection - https://github.com/sunnyks/credit-card-fraud-detection

● Used SMOTE (Synthetic minority oversampling) and ensemble learning/neural network on a highly imbalanced dataset of credit card transactions to classify them as fraudulent or legitimate with F1 score of 0.9998 Human Activity Recognition - https://github.com/sunnyks/Human-Activity-Recognition-with-Smartphones

● Used neural network to classify human activity (such as sitting, walking, walking upstairs, etc) using accelerometer and gyroscope data from a smartphone on the subject’s person with accuracy of 96.27% using Keras Breast Cancer Diagnosis - https://github.com/sunnyks/Wisconsin-Breast-Cancer-ML

● Used ensemble learning methods to perform supervised classification on cell nuclei dataset to diagnose breast cancer with 98.8% accuracy (F1 score of 0.9913) using Python 2.7 & Scikit-learn Swiss Tournament Planner - https://github.com/sunnyks/Swiss-Tourney-SQL

● Wrote a program to help plan/run a Swiss-style tournament using PostgreSQL & Python Fast Fourier Transform implementation - https://github.com/sunnyks/FFT

● Wrote simple/minimal real time FFT/IFFT implementation optimized for real inputs in C Experience

Udacity Project Reviewer January 2017-Present

● Review student project submissions (deep learning/neural network projects) and give helpful, actionable, and elucidating feedback

Georgia Tech Electronic Percussion Ensemble 2014

● Worked with team of 5 to design, build, program, and perform with electronic instruments (using arduino/C) i.e. electronic harp which worked via capacitive touch

Habitat for Humanity + House Proud Volunteer Work 2011-2015

● Worked with team of ~15 on construction of homes for low income families with Habitat for Humanity

● Worked with a team of 5 doing home maintenance and repair for veterans and elderly with House Proud Red Cross Blood Drives Sponsor & Volunteer 2012-2015

● As a member of Delta Sigma Phi, official Red Cross sponsor at Georgia Tech, was responsible for organizing and advertising for two blood drives a year, as well as scheduling donors and assisting doctors when needed Tutor 2010-2013

● Met twice a week with students from local schools to provide additional instruction to help them with academics. Specialized in teaching math and sciences

● Developed ability to communicate technical information clearly and concisely Education

Udacity – Machine Learning Engineer Nanodegree

Georgia Institute of Technology – Physics, B.S.

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