BHAVESH SHAH

*** *** ******* ***, *** #*, Jersey City, NJ 07306 adakg7@r.postjobfree.com 657-***-**** GitHub LinkedIn

PROJECTS

Predicting Price for AirBnB September 2019

Performed feature engineering, data cleaning and Exploratory Data Analysis Trained regression model to predict the pricing Model has an adjusted R square of 93% with RMSE error of 22.85, which means predicted price is $22.85 away from actual price

Implement Route Planner August 2019

Implemented a Google-maps style routing algorithm using A star algorithm Find the shortest path between two points using Breadth First Search and Uniform Cost Search Traffic Light Classifier using Computer Vision July 2019 Implemented a classification pipeline that takes in an image of a traffic and outputs a label classifying the image as a: red, yellow or green traffic light;

Accuracy of 97.6% and model never classifies any red light as green Amazon Fashion Discovery Engine June - July 2018

Applied Natural Language Processing to recommend similar apparel products using product description Techniques used on a dataset of size 183k: Word2Vec, TF-IDF, IDF & Average Word2Vec; accuracy of 90% WORK EXPERIENCE

American Prison Data Systems, PBC NYC, USA

Data Scientist, Intern February - April, 2019

Collect, explore and analyze data obtained from various courses offered to the inmates at correctional facilities Data engineering to build a recommendation engine for Individualized Learning Program itie Knowledge Solutions Bangalore, India

Software Developer, Intern June - August 2017

Performed image restoration, object detection, histogram comparison with OpenCV deployed on Raspberry Pi 3 Applied Edge Detection techniques like Sobel, Canny edge detectors & Corner Detection like Harris corner detectors Ameya Center for Robotics & Embedded Technology (ACRET) Mumbai, India Embedded Engineer, Intern May - August 2016

Robotic applications using AVR ATMEGA16 controller interfaced with peripheral devices like motors, LCD, LED, etc Deployment of weather station with wireless communication using Wi-Fi & serial communication protocols Training university candidates for basic working & functionalities of controller EDUCATION

New Jersey Institute of Technology Newark, NJ

Master of Computer Engineering, Newark College of Engineering 2017 - 2018 Courses: Data Structures & Algorithms, Computational Intelligence, Digital Image Processing, Computer Systems Architecture, Data Management Systems Design

Vidyavardhini College of Engineering and Technology (VCET) Mumbai, India Bachelor of Instrumentation Engineering 2008 - 2014 Courses: Advanced Embedded Systems, Control Systems Design, Process Automation, Business Communication & Ethics Field Instrumentation workshop at Rashtriya Chemicals and Fertilizers Limited (RCF), 2012 Intercollegiate Volleyball Team Winners ‘14; Technical Lead at International Society of Automation (ISA), Yantra ’13 ADDITIONAL INFORMATION

Skills: Python, C, C++, MATLAB, Git- Version Control, MySQL, CUDA (Basics), neural networks API & Packages: Numpy, Pandas, Tensorflow, OpenCV, Scikit Learn, Matplotlib, Keras Certification: Udacity’s Intro to Self-Driving Cars