HELLO
I'M ANKUR KUMAR

Sr. DATA SCIENTIST @JPMC

PROFILE

Some words about me.

RESUME

Something about my experience and skills.

PORTFOLIO

Have a spoon of my work.

CONTACT

Say hello or find me.

PROFILE

STORY OF GLORY

SR. DATA SCIENTIST @JPMorganChase

A problem solver at heart, strives to build creative and effective solutions through cutting edge techniques, enabling opportunities in development of business specific NLP & Computer Vision models to drive business objectives. One of these state-of-the-art algorithms, built for customer feedback analysis, was ranked 6th in the Stanford Question & Answering Dataset 2.0 NLP benchmarking challenge, was also responsible for the development of the algorithm which was first in the world to complete all 20 Facebook QA bAbi tasks with 100% accuracy

I am an enthusiastic, self-motivated, reliable, responsible and hard working person. A good timekeeper, always willing to learn new skills.

Download Resume

Data Hacker | Kaggle Expert

• 4+ years of overall AI/ML experience on Building and Productionizing Models.

• Graduate in Computer Science and Engineering in 2017

My Open Sourced Projects

• Build Tensorflow Docker Image with General, Visualization, ML, NLP Package installed: 70K+ Pulls

• Build nlp-preprocessing package: 20K+ Downloads

• Build model-x package: 10K+ Downloads

ankur310794/tensorflow nlp-preprocessing model-x

NLP Benchmarking Test

• Top 6 in SQuAD 2.0(Stanford Question Answer Dataset)

• Solved Facebook 20 QA babi Task with 100% Accuracy

My Top Performance on Machine Learning Competition:

• Won Kaggle Weekly Kernel Award on August 31, 2018

• Kaggle Mercari Price Suggestion Challenge 2018 - Top 7%

• Analytics Vidhya Knocktober 2016 - Top 3%

• Analytics Vidhya The Ultimate Student Hunt 2016 - Top 4%

WHAT CAN I DO?

MODEL RESEARCH (Neural Network Architecture)

MODEL PRODUCTIONIZATION

NATURAL LANGUAGE PROCESSING

COMPUTER VISION

PRODUCT DEVELOPMENT

EXPLORATORY DATA ANALYSIS

ANKUR KUMAR

Copyright © 2020 All right reserved

RESUME

EDUCATION

B.Tech in Computer Science Engineering / Jul 2013 - Jun 2017


Ajay Kumar Engineering College, Ghaziabad
(AKTU)Score: 74.5%

All India Senior School Certificate Examination / Mar 2010 - Mar 2012


Mahaviri Saraswati Vidya Mandir, Siwan
(CBSE) Score: 83.4%

All India Secondary School Examination / Mar 2009 - Mar 2010


Kendriya Vidyalaya, Siwan
(CBSE) CGPA: 7.2

EXPERIENCE

Data Scientist / Jun 2019 - July 2021
Aditya Birla Group | Data & Analytic Cell

- Worked on NLP Products based on Question/Answer, Phrase Extraction, Summarization, and Classification.

- Research on Natural Language Representation.

- Productionized Models using AWS ECS, AWS Sagemaker, AWS Lambda, AWS Step Function.

- Built D3.js based NLP Product visualization.

Data Analyst & Developer / Jun 2017 - May 2019
DataVal Analytics Inc

- Worked on Natual Langauage Understanding(NLU) based product. My Team Solved Facebook BABI Task(NLP benchmarking) with 100% accuracy.

- Built Image Classification and Object Detection Models

- Used ResNet Model for Image Classification and tried RCNN and its variants, SSD & YOLO Models for Object Detection.

Data Scientist Internship / Feb 2017 - May 2017
DataVal Analytics Inc

During this period, I worked on ELK Stack, OpenNLP and OrientDB Graph Database.

SKILLS

Programming
( i.e R, Python )

90%

Natural Langauage Processing

90%

Deep Learning
( i.e LSTM, Transformer, CNN, ResNet )

80%

Big Data Technology
( ie. Hadoop, ELK )

70%

Database Management
( i.e SQL, MongoDB, OrientDB )

75%

AWS
( i.e Sagemaker, ECR, Docker)

80%
ANKUR KUMAR

Copyright © 2018 All right reserved

PORTFOLIO

PORTFOLIO

Natural Language Understanding

Natural Language Understanding (NLU) capability is of significant importance for building the next generation of applications. Building NLU capability on the basis of the Human Approach towards Understanding.

PREVIEW

Dashboard using Kibana

During the internship period, I worked on ELK Stack, OpenNLP and OrientDB Graph Database.

PREVIEW

BookMarks Search Engine

Scraped data from 533 websites.Performed Text mining on the data using R i.e. transformation like removeNumbers, removePunctuation, removeWords, stripWhitespace etc. Applied Vector Space model on Data and query. Finally,output the best website link related to the query.

PREVIEW

Tweets Classification and Visualization

Loaded the real-time data into HDFS using Flume. Applied Hive query language to classify the sentiment of tweets. Connected Hive with R. Then visualized the data using R.

PREVIEW

Traffic Congestion Management

Traffic congestion is one of the major issues that is faced in most of the modern cities. It results from rapid urbanization and has a negative influence upon the society. Hence there is an urgent need for solutions to tackle this issue. This project presents a traffic congestion management system which will help in predicting and controlling the traffic. The system will make use of Machine Learning technology in R programming language and Big Data analysis.

PREVIEW

Unbox the Black Box

Machine learning models remain mostly black boxes. Understanding the reasons behind predictions is, however, quite important in assessing trust, which is fundamental if one plans to take action based on a prediction, or when choosing whether to deploy a new model. Such understanding also provides insights into the model, which can be used to transform an untrustworthy model or prediction into a trustworthy one.

PREVIEW

Footfall Prediction

Top 5% in “Footfall Prediction” A machine Learning Competition on Analytic Vidya

PREVIEW

Knocktober

Top 4% in “knocktober” A machine Learning Competition on Analytic Vidya

PREVIEW

Assembly Area Automation at Micromatic Grinding Technology Limited , Ghaziabad

Involves full stack development of the resource allocation and report generation system for Assembly area C 27 , C 28 , Industrial Area Sector 21 , Micromatic Grinding Technology Limited , Ghaziabad.

PREVIEW

Stack Overflow Reputation

800+

Number of Blogs Posted

10+

Tea Cups

5000+

ANKUR KUMAR

Copyright © 2018 All right reserved

CONTACT

SAY HELLO!

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CONTACT DETAILS


Bengaluru, India


+91 971 6079 133


ankur310794@gmail.com

ANKUR KUMAR

Copyright © 2018 All right reserved