Green leaf




Sujit M - Python developer
Member since:Apr 25, 2020
Profile last updated:Aug 01, 2022
Last activity:Nov. 1, 2022, noon UTC
Location:
India

Sujit M

I am currently working as a Data Science Manager IC role in the Insurance domain where I am responsible for designing end-to-end systems and training custom models. These models perform extractive question answering on pdf and images using its layout information. My previous experience was building summarization models for Earning Call transcripts in the London Stock Exchange Group(LSEG). My past experiences also include developing NER systems, conversational bots, fact-based question answering.

Skills:    ·   ·   ·   ·   ·   ·   · 
Weekly Availability: 60 hours
DayUTCPST
Mon10 - 2202 - 14
Tues10 - 2202 - 14
Wed10 - 2202 - 14
Thurs10 - 2202 - 14
Fri10 - 2202 - 14

Hourly Rate:$50.00
Experience:5+ yrs
Python:5+ yrs
Deep learning:5+ yrs
Machine learning:5+ yrs
Natural language processing:5+ yrs
GPU accelerators:5+ yrs
Docker:4+ yrs
Kubernetes:2+ yrs
Engineer's Devices:
Mac
Android

LD Talent Work History

Average response time:
12.0 hours
Avg count of messages / Day:
0.4
 

Experiences

LineSlip Solutions     Extractive Question answering     Developer     Employment
Oct 2021 - Present
Technology

  • I used deep learning transformers for extracting different information from insurance-related pdf and images.
  • extractive question answering was done where we used to extract information from tables and free-form texts.

Skills used: Deep learning


Active.ai     AI Developer     Developer     Employment
Oct 2017 - Present
Finance

  • Conversational Bot: Built NER module for chatbot using natural language processing and python.
  • Built translation module for English to Thai using machine learning and deep learning.
  • Built natural language generation module for generating FAQ questions.
  • Used Nvidia GPU accelerators to train and finetune several models

Skills used: Deep learning, Machine learning, GPU accelerators, Python, Natural language processing


London Stock Exchange Group     Text Summarization, FXT Dealing     Lead NLP Data Scientist     Employment
Jan 2021 - Present
Finance

  • Summarise Earning Call Transcripts to help Analysts gather quick and precise information. Used Python and deep learning for NLP. Productionized the code using docker containers.
  • Extract attributes for foreign exchange trading using machine learning. Used machine learning to identify and extract attributes.
  • Used Nvidia GPU accelerators to train and finetune several models

Skills used: Deep learning, Machine learning, GPU accelerators, Python, Docker


Reliance JIO     Senior Data Scientist     Developer     Employment
Nov 2018 - Jan 2021
Healthcare

  • AIDoctor: Used natural language processing techniques to extract the medical entities. Designed AIDoctor.
  • QuestionAnswering for Factoid questions using machine learning and deep learning
  • Built a reading comprehension on disease data. Enhancing retail search. Deployed it using Kubernetes and Docker.

Skills used: Deep learning, Machine learning, Natural language processing, Docker, Kubernetes



Education

Biju Pattnaik University of Technology Biju Pattnaik University of Technology    B.Tech  (Computer Science)
Jul 2008 - Jul 2012