Avishek Biswas

Avishek Biswas Email and Phone Number

Sr ML Scientist | MS in CS | Neural Breakdown with AVB on YT @ Socialtrait
Avishek Biswas's Location
Kolkata, West Bengal, India, India
Avishek Biswas's Contact Details

Avishek Biswas work email

Avishek Biswas personal email

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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!

Avishek Biswas's Current Company Details
Socialtrait

Socialtrait

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Sr ML Scientist | MS in CS | Neural Breakdown with AVB on YT
Avishek Biswas Work Experience Details
  • Socialtrait
    Senior Deep Learning Engineer
    Socialtrait Sep 2024 - Present
  • Quiq
    Senior Machine Learning Scientist
    Quiq May 2021 - May 2024
    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.
  • Clemson University
    Graduate Teaching Assistant
    Clemson University Aug 2020 - May 2021
    Clemson, South Carolina, United States
    Working as a TA for CPSC 4420/6420 : Intro to Artificial Intelligence with Dr. Ioannis Karamouzas
  • Clemson University
    Graduate Research Assistant
    Clemson University Dec 2019 - May 2021
    South Carolina
    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
  • Clemson University
    Graduate Teaching Assistant
    Clemson University Jan 2020 - May 2020
    South Carolina
    Teaching Assistant for CPSC 6050: Computer Graphics
  • Capgemini
    Senior Software Developer
    Capgemini Sep 2016 - Mar 2019
    Mumbai, Maharashtra, India
    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.
  • Capgemini
    Senior Software Developer
    Capgemini Sep 2016 - Mar 2019
    Mumbai Area, India

Avishek Biswas Education Details

Frequently Asked Questions about Avishek Biswas

What company does Avishek Biswas work for?

Avishek Biswas works for Socialtrait

What is Avishek Biswas's role at the current company?

Avishek Biswas's current role is Sr ML Scientist | MS in CS | Neural Breakdown with AVB on YT.

What is Avishek Biswas's email address?

Avishek Biswas's email address is av****@****uiq.com

What schools did Avishek Biswas attend?

Avishek Biswas attended Clemson University, Institute Of Engineering & Management (Iem), Salt Lake School (English Medium), Institute Of Engineering And Management.

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