HELLO
I'M ANKUR KUMAR

Sr. DATA SCIENTIST @JPMC

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

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%

PORTFOLIO

PORTFOLIO

Stack Overflow Reputation

800+

Number of Blogs Posted

10+

Tea Cups

5000+

CONTACT

SAY HELLO!

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CONTACT DETAILS


Bengaluru, India


+91 971 6079 133


ankur310794@gmail.com