Academic, Research, and Independent Projects

Medical Image Registration and Fusion Processing System

Research Project, Professor Dr. Weiying Dai’s Lab, Binghamton University, NY

February 2018–December 2018

• Developed a Deep Learning tool (Python) for registering Computerized Tomography scan of the kidney

• Built a Registration Framework based on a three-dimensional Convolutional Neural Network that directly learns transformations between pairs of three-dimensional images

Presentation

Recommender System

Academic Project, Binghamton University, NY

January 2018-May 2018

• Developed a recommender system (Java) using the collaborative filtering approach

• Used item-based Collaborative filtering and Adjusted cosine similarity to compute the item similarity

• Predicted the missing values for a user by the Weighted sum approach

Code

Intelligent Interpretation System for Diseases on Cash Crops in Vidarbha Region

Academic Project, Sant Gadge Baba Amravati University, Amravati, India

August 2013-May 2014

• Developed a MATLAB application for the detection of 5 common crop plant diseases in India with 91% classification accuracy

• Implemented K-means clustering technique and Multilayer Perceptron Neural Network for clustering and classification of plant diseases

Research Paper 1 | Research Paper 2

Intelligent Public Transport Prediction System using Wireless Sensor Network

Research Project, Sant Gadge Baba Amravati University, Amravati, India

August 2013-January 2014

• Forecasting of vehicle travel time prediction for Jaipur-Delhi Route using FTLR Neural Network Model with Gamma Memory

• Public Transport vehicle failure reporting system

Research Paper 1 | Research Paper 2 | Research Paper 3

GPS Coordinates Emergency Alert Application

Academic Project, Binghamton University, NY

August 2018- December 2018

• Developed an Android application with functionality to send a Location Alert message while saving critical time during an emergency

• Used Accelerometer sensor and Kalman Filter Algorithm to recognize Shake Gesture and Google Fused Location Provider API

Video | Application

Control Model of Adaptive Headlight System

Independent Work, IETE Cynosure (ICCEEE-2013), Lonere, India

August 2012-December 2013

• Developed an Adaptive Headlight Microcontroller based system (C++) using the CAN bus protocol

• Designed the system to adjust the automobile's headlights to curves in the road based on steering rotation and vehicle yaw rotation

• Awarded the Institution of Electronics and Telecommunications Engineers (IETE) Mumbai Centre’s Young Researchers Award (selected from 110 national and international researchers)

Research Paper | Award

Q-CSMA: Queue-Length based CSMA/CA Algorithm

Independent Work

August 2013-May 2014

• Proposed a discrete-time version of the CSMA algorithm (Java), where multiple links are allowed to update their states in a single time slot

• Decreased Delays by 11% (average) while retaining the throughput-optimality property in Wireless Networks

Code

Improving Cattle Fodder Storage, Tanzania

International Development Design Summit 2014, MIT D-Lab, USA

● Implemented Human-Centered Design approach to build low-cost Hand Hay Baler and Storage Unit to improve Maasai cattle breeding and caring practices

● Developed a GUI application (in Java) to teach Maasai basic computer skills and English

Article

Gas Switch

Research Project, Massachusetts Institute of Technology (MIT) Media Lab, Cambridge, MA

January-February 2014

● Designed a Smart Gas Stove with Burner Dial settings and Timer Smartphone functionality using Raspberry Pi to control Servo Motor by Android Smartphone over Wi-Fi

●Achieved a 30% increase in cooking time efficiency and a 20% decrease in monthly expenditure for Dharavi Catering Businesses

Video