Резюме Engineer

/

***** Yadav

Deep Learning Engineer

Kaggle Competitions Expert

B.Tech.

I.I.T. (Indian Institute of Technology), Kharagpur, West Bengal, India GPA/************ / 10

CBSE Class 12th Examination

G.N.A.V. Kurukshetra, Haryana GPA/************ %

Selection of 6th.ai in

NVIDIA Deep Learning and AI accelerator (https://www.nvidia.com/en-in/deep-learning-ai/startups/)

1st Position secured by SOTA object tracker - "6thAI" at

UA-DETRAC benchmark (http://detrac-db.rit.albany.edu/TraRet)

(since Feb 2020)

Obtained

Kaggle Competitions Expert (https://www.kaggle.com/*****yadav)

badge for winning 2 silver and 2 bronze medals

Video Analytics, iOS dev., Image Processing, A.I., machine learning, deep learning, Front-end web dev.

D.L. Tools Deepstream, Core ML (iOS), Turi Create, TensorRT, TLT (NVIDIA Transfer Learning Toolkit)

D.L. Cloud Deployment AWS Marketplace, AWS Lambda, Amazon S3, Sagemaker

D.L. Hardware Deployment iPhone, Jetson Nano, Jetson Tx2, Jetson Xavier, Arduino, FRDM-KW41Z kit

Programming language Python, C++, Swift, SQL, HTML, CSS, C

Other Tools Docker, TensorFlow, Pytorch, Keras, OpenCV, PyQt, Selenium, Git

Principal Engineer

6th.ai (http://6th.ai/)

Deployed the

video analytics solution (https://6th.ai/demo-video-gallery)

on AWS Cloud and Jetson Nano, Tx2, Xavier for detection of-

- Red-light violation

- Vacant parking spaces

- Instantaneous velocity of the vehicle with a mono-camera

- Vehicle count that follow pre-defined movements

-

FHWA (https://www.fhwa.dot.gov/publications/research/infrastructure/pavements/ltpp/13091/002.cfm)

class of vehicle

Deployed a smart assistant on Jetson Nano that helps the rider to stay safe, alert and informed.

link1 (https://www.youtube.com/watch?v=FqmoVUi4xG4&list=PLPTk6SOGJdW3oKH2YAgMihxmtnZzlNqlO&ab_channel=6th)

,

link2 (https://www.youtube.com/watch?v=xCr4tKoxEy8&list=PLPTk6SOGJdW0Dh9CKEeJCFBmpjSl0hq02&ab_channel=6th)

- Assistant predicts collision and detects blind-spot, tailgating, red light jumping, distracted driving

Deployed Yolov3, Yolov3-tiny, Yolov2 and MobileNet on the iOS platform.

link (https://drive.google.com/drive/folders/1r98Xsx2GvD7gK97lqCrC2blWwRN3uc4t?usp=sharing)

Developed a CPU based SOTA object tracker "6thAI"

Computer Vision R&D Intern

Siemens Technology and Services Pvt. Ltd. Bengaluru Area, India

Proposed and Implemented a 2x times faster variant of the 'Deep SORT' object tracking algorithm

Developed a video-based real-time vehicle-counting system

Developed a video-based Abnormal Event Detection system using unsupervised technique

iOS Developer (part-time)

6th.ai (http://6th.ai/)

Developed an app for automaticrear light of bike.

link (https://drive.google.com/drive/folders/1qt9gBU5YCq02CQlNkWmJL6geQroIu4Aa?usp=sharing)

- App detects braking, turning and sends the corresponding signal to rear light of bike

- Privacy preservation by relying only on the gyro & accelerometer sensor instead of GPS sensor

Developed an app for Driver safety rating system using -

- Detection of hard braking & hard acceleration using A.I.

- Detection of typing, calling, phone in hand using D.L.

B.Tech project, Video Analytics

I.I.T. Kharagpur

Developed a video-based solution for detection of traffic jam, illegal parking, oncoming traffic and reckless driving

Personal project

Designed and developed an AI-based 

Automator (https://github.com/akshatguptakgp/automator)

: (https://github.com/akshatguptakgp/automator) "Software for automating the boring stuff"

Automator records keyboard and mouse events of the computer and replicates those events

Machine Learning Intern

Absolutdata Research & Analytics Solutions Pvt. Ltd. Gurgaon, India

Added Geocoding feature in NAVIK AI platform for geolocation analytics

Developed a software (with U.I and .exe installer) for new Brick Mortar store location identification analysis

91- Показати контакти

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************************ (mailto:************************)

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Haryana, India

www.linkedin.com/in/y-s

https://github.com/yadav-*****



https://www.kaggle.com/*****yadav (https://www.kaggle.com/*****yadav)

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Education

2015 - 2019

2013 - 2014

Achievements

Skills

Tools

Work experience

2019/05 -

2021/01

2018/05 -

2018/07

2018/08 -

2019/04

2018/01 -

2018/04

2017/12 -

2018/05

2017/05 -

2017/07