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Dheeraj Komandur

Machine Learning Enthusiast Web & App Developer

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About
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I am Masters in Computer Science student at University of Southern California. I am a Machine Learning & Computer Vision Enthusiast and Web-App developer.

I have won the ASEAN India Hackathon and Smart India Hackathon 2019 & 2020. I have interned at KPIT Technologies and Leap Aeronautics as Computer Vision ML Engineer

  • Fullname: Dheeraj Komandur
  • Profession : Computer Science Undergrad Student
  • Website: www.dheerajkomandur.com
  • Email: dheerajkomandur@gmail.com
  • Field of Interest: Machine Learning & Web-App Development

Skills

  Python

  C and C++

TensorFlow

  HTML

  Bootstrap

  Javascript

  Machine Learning

  Deep Learning

  App Development

  Web Development

  Computer Vision

  Data Mining

Download Resume

Work Experience

Computer Vision Intern

June 2020 - Sept 2020

Leap Aeronautics

Built a computer vision pipeline to calculate Euler angles (Yaw, Pitch and Roll) for drones/UAVs.
Implemented an object detection model to detect helipad in aerial images and calculate the angle of descent with respect to the landing station. Wrote an OpenCV script to calculate the angles across the X-Y-Z axis using an image from a monocular camera.

Web & App Developer

July 2019 - Jan 2020

TERRE Policy Centre

Implemented a system to calculate Campus Carbon Emission.
Built a website (using PHP, JavaScript,SQL,HTML, Bootstrap) to collect data from various sources.This website helps collect data of Direct Emissions, Emissions due to Electricity consumption, Indirect Emissions by a University.
Deployed a Mobile application (using Angular, Ionic4) to help Visualise Campus Carbon Footprint.
Website Link

Computer Vision Intern

June 2019 - July 2019

KPIT Technologies

Worked as a Machine learning and computer vision intern to improve system performance.
Deployed a Deep Learning model for custom object detection to auto-extract Regions of Interest (ROI) in the image, reducing the time by 75% compared to the existing system.
Wrote OpenCV scripts for Image Processing Tasks (Skewness Correction of Images and Focus Testing).

Student Lead

July 2019 - Present

Institution's Innovation Council (IIC) under the Ministry of Human Resource Development (MHRD), Govt. of India.

Conducted workshops, webinar and sessions which promotes innovation and entrepreneurship across University Campus.
Head Organizer of HackMITWPU Hackathon, a hackathon connecting over 2,000+ students from various disciplines with more than 20+ industrial partners.
Video Link HackMITWPU

Education

Masters of Science

July 2021 - May 2023

University of Southern California

First Year Graduate Student - MS in Computer Science
Subjects : Analysis of Algorithm, Databases, AI, OS

Bachelor of Technology

July 2017 - Present

MIT World Peace University

Junior Year - Bachelor of Technology (B Tech) Computer Science Engineering.
Subjects : Operating Systems, Data Structures, Databases, Computer Networks, High Performance Computing, Data Mining, Artificial intelligence, Data Analytics, Data Science.
CGPA : 9.76

Higher Secondary School

July 2015 - March 2017

Maharashtra Institute of Technology

12th grade - Junior College (HSC) Subjects : Mathematics, Chemistry, Physics and Computer Science.
Percentage : 88.31 %
Achivements : 1st Rank in college securing highest overall subjects total. 1st Rank Computer Science Subject.

Secondary School

June 2015

City International School Kothrud

10th grade - CBSE Subjects : English, Hindi, Mathematics, Science and Information Technology.
Grade : 9.3 CGPA
Achievements : Scored Highest in Science Subject. Awarded Student of the year by Times of India NIE (2014)

Achievements

1 / 5
Felicitated by Executive President of MIT-WPU
2 / 5
2 / 5
Won Smart India Hackathon
3 / 5
4 / 5
Won Pune Smart City Hackathon
5 / 5

Winner ASEAN India Hackathon 2020

1st Prize - $ 4,500

Represented India in the team along with members from Myanmar, Malaysia, Laos and Cambodia (Link).Our team developed a solution to track illegal marine activities, especially tracking and flagging ships that have "Gone Dark" in the sea (Intentionally disabled AIS).

Winner Smart India Hackathon 2020

1st Prize - ₹ 1,00,000

Built a Groundwater level analytics dashboard for assessing trends for each state, district and block (taluka) across India for Ministry of Jal Shakti, Central Ground Water Board - Govt. of India.

Winner Smart India Hackathon 2019

1st Prize - ₹ 75,000

Led a team of 6 and built a supply chain management software for SKF Pvt. Ltd. in 36-hour Hackathon. Our solution helps SKF place,track and assess delays of orders in the entire supply chain.

Winner NITI Ayog - Pune Smart City Hackathon

2nd Prize - ₹ 1,00,000

Led a team and provided prototype application and designed a system to achieve 100% waste segregation at source for Pune City.

1st in CodeX Contest

1st in Competitive Programming contest

Contest organised by SCRIPT Club of MIT-WPU. Solved most problems within a stipulated time of 2 hours.

Academic Scholarship

Among top 1% in Maharashtra State

In top 1% of 12th Grade Higher Secondary Examination as well as in 10th Grade CBSE Examination in the State of Maharashtra, Scholarship Amount : ₹ 25,000 (12th grade) & ₹ 15,000(10th Grade)

1st Rank in Junior College

Scored highest in MIT Junior College (12th Grade)

Ranked 1st 12th Grade in MIT Junior College for scoring highest marks and Ranked 1st for scoring highest marks in Computer Science Subject.

Portfolio

My Projects

Research paper

Research paper

Deep Learning based Pothole Detection
AQI APP

AQI APP

App with 1,000+ Downloads
Research paper

Research paper

Secure Image transmission using Style transfer
Research paper

Winner Smart India Hackathon 2020

Built Ground water analytics dashboard for Govt. Of India.
Research Paper

Research Paper

Autonomous descent angle calculation for UAVs using monocular Camera
PGS Hack

Principal Global Hackathon

Built a Dental Credentialing System for PGS
Smart India Hackathon

Winner Smart India Hackathon 2019

Led a team of 6 and won ₹ 75,000
indoor navigation

Indoor Navigation

Path finding algo. for university navigation
SCCN

Carbon Emission Monitering System

Android App + Website
Pune Smart City Hackathon

Winner Pune Smart City Hackathon

Led the team and won ₹ 100,000

Certificates and Courses

Contact Details
Address

Kothrud
Pune, Maharashtra
411038 India

Email

dheerajkomandur@gmail.com

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Dheeraj Komandur