Senior Deep Learning Engineer
Current
Sep 2024 - Present
AeroLeads people directory · profile
Avishek Biswas Email & Phone Number
Senior Deep Learning Engineer
at
Socialtrait
1 work email found
@quiq.com
LinkedIn matched
✓ Verified July 2026
4 data sources
Profile completeness 86%
Who is Avishek Biswas? Overview
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Quick answer
Avishek Biswas is listed as Senior Deep Learning Engineer at Socialtrait, based in Kolkata, West Bengal, India. AeroLeads shows a work email signal at quiq.com and a matched LinkedIn profile for Avishek Biswas.
Avishek Biswas previously worked as Senior Machine Learning Scientist at Quiq and Graduate Teaching Assistant at Clemson University. Avishek Biswas holds Master Of Science - Ms, Computer Science, Gpa - 4.0 from Clemson University.
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Email format at Socialtrait
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{first}@quiq.com
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Profile bio
About Avishek Biswas
I am working as a Data Scientist at Quiq, where our team is applying natural language processing to analyze textual interactions between customers and businesses. Our aim is to build large-scale machine learning models to enhance the quality of conversation between customers and customer care agents. I completed my Master of Science (MS) in Computer Science from Clemson University in May 2021. I was awarded the Outstanding Masters Student in Computer Science award by the School of Computing, Clemson University on April, 2020. As a graduate researcher, my experience involves around Artificial Intelligence, Machine Learning, Character Animation and Autonomous Driving. Our paper on using Motor Babble to train co-ordinated locomotion controllers for virtual agents with arbitrary morphologies won the best paper award at MIG 2021! My Master's Thesis was on Training Physics-Based Characters to Dance to Music. We are using novel GAN structures to generate dance moves for arbitrary characters, and training them to dance to arbitrary songs using Deep Reinforcement Learning. I presented a poster on this work at MIG 2020, and we won the best poster award on that conference. Alongside my research, I also performed TA duties for three of the four semesters I spent in graduate school.Please visit https://www.avishekbiswas.com for more details about my projects. Thanks for reading!
Current workplace
Avishek Biswas's current company
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7 roles
Avishek Biswas work experience
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Senior Machine Learning Scientist
Deep Learning Scientist for NLP and Conversational AI.• Primary author of non-trivial deep learning model architectures customized to conversational data-sets, developing with production deployments and scalability in mind – resulting in quick releases and immediate product impact.• Joining as the first data scientist in the company enabled me to be the focal part of several of the major ML initiatives at Quiq, and experience the end-to-end ML workflow hands-on - from data preparation, ML Ops, research, programming, model training, deployment, and user-studies.• Built agent-driven LLM frameworks with RAG (Retrieval Augmented Generation) techniques employing modern prompt engineering techniques like Self Consistency, Few Shot Prompting, and Chain of Thought (CoT) prompting.• Develop efficient autoregressive text generation models capable of running at high latency enhancing real-time user interaction by autocompleting agent messages as they type. Our algorithms were released to some of Quiq’s biggest clients contributing majorly towards Quiq’s revenue and contract extensions.• Train Transformers assisted embedding space to augment conversation states during live chat sessions between customers and businesses, that drive smarter in-app decision making and live-agent productivity.
May 2021 - May 2024
Graduate Teaching Assistant
Working as a TA for CPSC 4420/6420 : Intro to Artificial Intelligence with Dr. Ioannis Karamouzas
Aug 2020 - May 2021
Graduate Research Assistant
Working with Dr. Victor Zordan and Dr. Avinash Ranganath on Physically Based Character Control using Reinforcement Learning. Won BEST PAPER AWARD in MIG: Motor Babble : Motor Babble: Morphology-Driven Coordinated Control of Articulated CharactersWon BEST POSTER AWARD (MIG 2021) + Succesfully defended MS Thesis Publication :Training Physics-based Controllers for Articulated Characters with Deep Reinforcement Learning
Dec 2019 - May 2021
Jan 2020 - May 2020
Senior Software Developer
o Performed application cloning, migration, patching, and troubleshooting on Oracle EBS 12.1.3 European clients.o Created numerous operational alerts using SQL, shell scripting and crontab to automate and optimize monitoring.o Trained young professionals in Oracle and Linux scripting.Key Achievement:Developed robust shell-scripts in Linux to automate transfer of numerous logs from Production to Development servers. This reduced considerable manual effort and accelerated the process almost 3 times.
Sep 2016 - Mar 2019
Senior Software Developer
Sep 2016 - Mar 2019
4 education records
Avishek Biswas education
Master Of Science - Ms, Computer Science, Gpa - 4.0
Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering, 8.22/10
High Secondary, Science
Salt Lake School (English Medium)
Btech - Bachelor Of Technology, Electrical, Electronics And Communications Engineering
FAQ
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Quick answers generated from the profile data available on this page.
What company does Avishek Biswas work for?
Avishek Biswas works for Socialtrait.
What is Avishek Biswas's role at Socialtrait?
Avishek Biswas is listed as Senior Deep Learning Engineer at Socialtrait.
What is Avishek Biswas's email address?
AeroLeads has found 1 work email signal at @quiq.com for Avishek Biswas at Socialtrait.
Where is Avishek Biswas based?
Avishek Biswas is based in Kolkata, West Bengal, India while working with Socialtrait.
What companies has Avishek Biswas worked for?
Avishek Biswas has worked for Socialtrait, Quiq, Clemson University, and Capgemini.
How can I contact Avishek Biswas?
You can use AeroLeads to view verified contact signals for Avishek Biswas at Socialtrait, including work email, phone, and LinkedIn data when available.
What schools did Avishek Biswas attend?
Avishek Biswas holds Master Of Science - Ms, Computer Science, Gpa - 4.0 from Clemson University.
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