1. Sumit GuptaMACHINE LEARNING ENGINEER · B.TECH · M.TECH
904, Salma Tower, Electra Street, Abu Dhabi, P.O.Box: 6222, Abu Dhabi, UAE
(+971) 50 150 8796 | sumitguptaiitkgp@gmail.com | www.mrsumitgupta.com | sumit18 | sumitgupta18
“Placed in between organizations and technology, I am committed and enthusiastic in what I do. Driven by great challenges and learning
opportunities, I look forward to combining technical knowledge with interpersonal skills.”
Summary
The very idea of mimicking what makes brains so unique has motivated me to work in the area of Artificial Intelligence. I completed my grad-
uation from IIT Kharagpur. I am an Experienced Machine Learning Engineer, working in an FTSE 100 company, capable of solving real-world
problems using Machine Learning. I have experience in working with Images, Videos, Audios, Text and other high-dimensional data.
Work Experience
NMC Healthcare Abu Dhabi, UAE
MACHINE LEARNING ENGINEER Aug. 2019 - PRESENT
• Collaborating with Enlitic, Inc., a San-Fransisco based AI Startup to build an AI-aided diagnostic solution for reading radiology scans
• Led the development of various use-cases having high potential impact through extensive research and analysis by collecting data and
interaction with different teams within the organization
• Built a Deep Learning based OCR using CRAFT and MORAN models for image detection and recognition, automating several processes within
the organization
• Productionalized several Machine Learning models and served it as a REST API, which was handling 100+ requests per second using Flask,
NGINX, Gunicorn and Gevent on the backend.
AthenasOwl - Quantiphi, Inc. Mumbai, India
MACHINE LEARNING ENGINEER Jul. 2018 - Jul. 2019
• Completed an extensive 5-week training program using the latest deep learning Algorithms like CNNs and LSTMs
• Delivered an end-to-end solution to media client by combining video similarity and text detection to automate post-production workflows
• Developed a Scene Boundary Detection model with state-of-the-art performance in News videos
• Worked on solving speaker diarization problem using audio-processing and Bi-directional LSTMs
Quantiphi, Inc. Mumbai, India
MACHINE LEARNING INTERN May. 2017 - Jul. 2017
• Involved in the inception of the first product of Quantiphi, AthenasOwl for Media by developing a prototype, which got industry approval at
Google Cloud Next ’17 in San Fransisco, USA
• Developed a face recognition algorithm using clustering and CNNs to automatically detect and tag the presence of characters in TV shows
• Created a custom location detection model for identifying and tagging the commonly used locations in TV shows
• Integrated an object detection model to automatically create metatags for objects appearing in TV shows
Education
Indian Institute of Technology, Kharagpur Kharagpur, India
DUAL DEGREE(B.TECH & M.TECH) IN METALLURGICAL AND MATERIALS ENGINEERING Jul. 2013 - May. 2018
• CGPA: 8.30/10
Central Board of Secondary Education(CBSE) Bhopal, India
ALL INDIA SENIOR SCHOOL CERTIFICATE EXAMINATION(AISSCE) Apr. 2012 - Mar. 2013
• Percentage: 96.2%
Central Board of Secondary Education(CBSE) Bhopal, India
ALL INDIA SECONDARY SCHOOL EXAMINATION(AISSE) Apr. 2010 - Mar. 2011
• CGPA: 9.60/10
Certifications
2019 Spark and Python for Big Data with PySpark, Udemy Online course
2016 Python Programming, Dataquest.io Online course
JANUARY 1, 2020 SUMIT GUPTA · RÉSUMÉ 1
2. Skills
Programming Python, R, C++(basic)
ML Frameworks Tensorflow, Pytorch, CAFFE, Apache Spark, Scikit-Learn
DevOps GCP, AWS, Flask, Docker, Kubernetes, Bash scripting
Tools Jira, Git
Languages English, Hindi
Projects
Optimization of Vanadium micro-alloyed steel composition for use in cold environments IIT Kharagpur, India
M.TECH THESIS UNDER THE GUIDANCE OF PROF. NIRUPAM CHAKRABORTI Jan. 2016 - Apr. 2016
• Optimised the composition of vanadium micro-alloyed steel with 16 different elements for three mutually conflicting mechanical
properties- Yield Strength, Ultimate Tensile Strength and Elongation
• Procured the dataset from SAIL and performed data pre-processing by handling missing values and outlier removal
• Implemented Predator-Prey Genetic Algorithm to optimize the parameters of Neural Network to obtain the optimal pareto front
• Implemented Reference Vector Evolutionary Algorithm to improve the results obtained from Evolutionary Neural Networks
Distracted Driver Recognition - Smart City Project IIT Kharagpur, India
UNDER THE GUIDANCE OF PROF. SUDHIRKUMAR BARAI Jan. 2016 - Apr. 2016
• Gathered a dataset of more than 20000 images of car drivers for the training data
• Trained a deep learning model using transfer learning to classify images of drivers to be safe or unsafe for driving
Awards & Achievements
2018 Best Graduating Sportsperson, RK Hall - Annual Graduation Felicitation Ceremony IIT Kharagpur, India
2013 AIR 4354, JEE Advanced - 97.09 percentile among 150,000 candidates Bhopal, India
2013 AIR 1218, JEE Mains - 99.91 percentile among 1,400,000 candidates Bhopal, India
2012 Fellowship, KVPY Fellowship Award - Among the 1065 students selected from all over India Bhopal, India
2012 WR 411, 5th International Mathematics Olympiad Bhopal, India
2007 High Distinction, Australian National Chemistry Olympiad in Junior Division Bhopal, India
Extracurricular Activity
Inter-Hall Football Tournament IIT Kharagpur, India
RK HALL FOOTBALL TEAM
• Captain of the team in 2018
• Member of the Bronze winning team in 2017
• Member of the Bronze winning team in 2015
Inter-IIT Football Tournament IIT Kanpur, India
IIT KHARAGPUR FOOTBALL TEAM
• Member of the team in 2017
• Member of the team in 2016
• Member of the team in 2015
Q-Sync Mumbai, India
ANNUAL SINGING COMPETITION - QUANTIPHI, INC.
• Runner-up in 2018
NMC Showstoppers Abu Dhabi, UAE
2ND ANNUAL TALENT HUNT - NMC HEALTHCARE
• Top-20 Finalist among 300 teams in 2018
Additional Information
Travelling Indian Passport, UAE Visa
JANUARY 1, 2020 SUMIT GUPTA · RÉSUMÉ 2
