Data Scientist

Naman Gupta

B.Tech in Computer Science & Engineering, IIT Mandi

*********@*****.*** +91-981******* skype: namangt68 SKILLS

PROGRAMMING

• Python

DL/ML

• Tensorflow • Scikit

Scripting

• Awk • Shell

DATABASE

• MySQL • NoSQL

Tools

• Spark • Unix • AWS

CERTIFICATION

Coursera - deeplearning.ai April’18

-Neural Networks & Deep Learning

-Structuring ML projects

-Sequence Models

COURSEWORK

Data Mining

Artificial Intelligence

Information & Database

Data Structures & Algorithms

Financial Modelling

EDUCATION

IIT MANDI

B.TECH IN COMPUTER SCIENCE AND

ENGINEERING 2013-17

SARVODAYA S. SEC. SCHOOL

SENIOR SEC. SCHOOL C.B.S.E 2013

L.A.S.E.C

SECONDARY SCHOOL C.B.S.E 2011

ACHIEVEMENTS

Top 6% Kaggle Digit Recognizer

78% Hackerearth DL challenge

2nd of 300 WPI Intl. Projects

AIR 3762 JEE ADV. 2013

93.8% CBSE 12th Board 2013

Links

Github:// namangt68

LinkedIn:// namangt68

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WORK EXPERIENCE

MEDCORDS DATA SCIENTIST

June 2018 - Present Pune, India

• Developed and improved healthcare models comprising computer vision and deep learning.

• Speeded up object detection architecture(Faster-RCNN) in existing models using YOLO technique by 25 times.

• Improved medical record image classification model by 23%.

• Researched for newmodelslikesugarinfoextractionfor integration in core functionality of product.

• Implemented evaluation methods of models for efficient upgrades and addition of new features.

• Shipped all existing models into production through data platform (a spark cluster of GPU instances).

• Worked on logs analytics and fraud detection to ensure fair distribution of stakeholders incentives.

• Devised data integrity strategy to ensure high user data quality.

• Tech Stack:Python,Tensorflow,Keras,Open-CV,Spark. ALGONOX DATA SCIENCE ENGINEER

July 2017 - March 2018 Hyderabad, India

• Worked on data intelligence products development involving REST APIs, NLP, Data Processing and Extraction & Smart Insights.

• Created and deployed NLP API for E-commerce Bot.

• Implemented rules and algorithms in python for preprocessing and smart insights from large life science datasets.

• Tech Stack: Python, Java, Bash, AWS, Stanford NLP & Apache Solr. JUXT SMART MANDATE SOFTWARE INTERN

Jan 2016 - Feb 2016 Gurugram, India

• Designed and implemented a statistical analysis tool - SmartR. ACADEMIC PROJECTS

PLAY CARD RECOMMENDATION MTP PROF. DEEPAK KHEMANI

• Developed a python program to determine the opening lead of card game ’Contract Bridge’ to maximise chances of winning.

• Used ML on card sequence data and improved accuracy to 58.9%. WINE CLASSIFICATION PROF. VARUN DUTT MAY 2017

• Compared various classifiers for a given wine data set consists of 13 constituents(attributes) of wine(high dim. settings). RESPONSIBILITIES

MEDIA COORDINATOR INTER-IIT TECH MEET 2016 IIT MANDI

• Led a team of students for main event website & android app dev.

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