ABOUT ME

I have 4+ years of professional experience as a software developer. I currently work in Oracle's Advanced Queueing team as a Senior Member of Technical Staff. I am working on a project to develop an online migration tool to help customers migrate from traditional advanced queues to transactional event queues. I have a passion for problem-solving and love learning new algorithms.

I have a master's degree in computer science and engineering from IIT Bombay. I studied the application of Deep Learning to computer vision and image processing problems. My master's thesis was on the depth estimation of underwater images and their restoration.

My hobbies include watching Manchester United's football matches, watching anime(favourite - Code Geass), reading (mainly detective stories and thrillers, favourite author - Mario Puzo), and solving Sudoku and Rubik's Cube.

You can know more about me, or connect with me over the following :

EDUCATION

MASTER DEGREE IN COMPUTER SCIENCE & ENGINEERING

Jul 2017 - June 2019

Indian Institute of Technology Bombay, CPI: 8.37

  • Worked on various image processing/computer vision problems like depth estimation of underwater images.
  • Courses undertaken and eventually aced comprise of core topics like Algorithms, Image Processing, Machine Learning and Computer Vision.

BACHELOR OF ENGINEERING IN COMPUTER ENGINEERING

Aug 2011 - May 2015

Sinhgad Academy of Engineering, Percentage: 72.41%

  • Successfully graduated with First Class with distinction, with a consistent average over 4 years.
  • Achieved 2nd rank in the computer science department in the undergraduate programme
  • Coursework undertaken covered all topics of fundamental Computer Science.

HIGHER SECONDARY EDUCATION(12TH)

Aug 2009 - May 2011

E.S.Andrades College of Science, Percentage: 86.00%

  • Among top 1% of HSC students in Maharashtra State Board.
  • Learned basics of programming in c and c++, the architecture of microcontroller (8051) and the microprocessor (8085).

SKILLS

Languages
  • C
  • C++
  • Python
  • Java
  • C#
  • MATLAB
  • SQL
Web Designing
  • ASP.Net
  • JavaScript
  • AJAX
  • HTML
  • XML
  • CSS
  • JQuery
Frameworks
  • Bootstrap
  • Kendo UI
  • .Net Framework 4.0
  • Django
Tools
  • Microsoft Visual Studio
  • Android Studio
  • Team Foundation Server
  • Git
  • LATEX

PROJECTS

Image

Seam Carving using CUDA enabled GPU

Parallel implementation of image processing algorithm called seam carving for image retargeting using CUDA C++

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Image

Multi-label Image Classification of the Amazon Rainforest

Solve the Multi-label Image Classification problem using Convolutional Neural Network(CNN) for the feature extraction & Recurrent Neural Network(RNN) for predicting actual labels.

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Image

Automatic Image Colorization

Convert the given grey-scale image into colorized(RGB) image using modern deep learning techniques

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Image

Inferring Basis Mismatch in Image Representations

Reducing Basis Mismatch using Alternating Convex Search(ACS)

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Image

Credit Card Fraud Detection System

Solve the Binary Classification Problem using different machine learning techniques like Logistic Regression, SVM, Neural Network & Random Forest

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EXPERIENCE

  • July 2019 - Ongoing

    Oracle

    -Senior Member of Technical Staff(SMTS)

    -Member of Technical Staff(MTS)

    - Working on a project to seamlessly migrate online from Advanced Queue to Transactional Event Queue.

    - Worked on several areas, such as export-import, rule engine, application continuity, queue-level security privileges, and handling large payloads for the JMS text type

  • July 2017 - June 2019

    Indian Institute of Technology Bombay

    -Teaching Assistant(TA)

    courses:

    CS101: Computer Programming and Utilization

    CS663: Digital Image Processing

    CS763: Computer Vision

  • September 2015 - September 2016

    Cognizant Technology Solutions

    -Programmer Analyst Trainee(PAT)

    Full-stack design and implementation for a web application using Agile technique.

    Implemented in C#.NET using SQL Server and MVC. Managed using Team Foundation Server.

  • June 2014 - April 2015

    Persistent Systems Pvt. Ltd.

    -Project Intern

    Developed an windows application using CUDA C++ which reduce the size of image by content-aware image resizing algorithm called Seam Carving.

"First, Solve the Problem.

Then, Write the Code."

- John Johnson

GET IN TOUCH

  • Kadubeesanahalli, Bangalore, Karnataka 560103
  • kalpeshpd.dusane8@gmail.com
  • (+91) 9096982779