Data Scientist (NLP)
Shaw Academy
(January 2021 - Present)
As an NLP enthusiast i got the wonderful opportunity to work with world's largest EduTech
leaders Shaw Academy as an NLP expert.
At Shaw
- We are continuously working on enhancing student learning and interaction experience through Morpheus, which is a Chatbot having QnA capabilities.
- It is trained to answer general FAQ questions and technical questions which students have during online lessons on various Topics.
- Working on self-improving chat experience through deep reinforcement learning
- Morpheus is powered by some state of the are NLP models like T5 and BERT and has abilities to generate question-answer pair from unstructured text.
- Apart from Morpheus i am currently engaged in developing Interactive analytics dashboard for Webinar Chat and mining important hidden trends and topics from student-agent conversations.
- Enhancing user search with ElasticSearch - Suggesters.
Got the opportunity to lead my team. Responsibility to conduct and deliver Proof of
Concepts
by carefully evaluating the Return of Interests.
As part of the Innovation Team , I have contributed to different projects and Proof
of
Concepts. It involved
interacting with different business groups to understand the existing process and
give
value propositions attached to process transformation. I have been working on state
of
the art NLP techniques, Image Processing/Computer Vision and Deep Learning
architectures.
Joined SocGen as a Data Scientist. Worked on Multiple projects which involved OCR
quality enhancement and text extraction
from scanned documents. Implemented state of the art Object Detection and Natural
Language Processing Modules (NER)
for various projects. Travelled to Paris for 1 month to study and build an Solution
for
Entity extraction from Scanned documents
of French clients. Lead of Auto-ML platform during pilot phase. Engaged in
continuous
improvement
by adding different state of the art Machine Learning and Deep Learning piepilines
to
the platform.
Data Science Intern
Delhivery
Logistics (Jan 2017 - April 2017)
Joined Delhivery as an Data Science Intern. Delhivey is a leading partner in
Logistics
in India.
Developed an CNN based Image Recognition system for scanned goods at their Delivery
Centers