Abu Shoeb

Abu Shoeb

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Senior Machine Learning Scientist at Solventum
New Jersey, United States
Contact Abu regarding: 
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Full-time jobs
Starting at USD250k/year

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Résumé

Jobs verified_user 0% verified
  • Solventum
    Senior Machine Learning Scientist
    Solventum
    Jul 2025 - Current (1 year 3 months)
  • Solventum
    Machine Learning Scientist
    Solventum
    Apr 2024 - Current (2 years 6 months)
    - Develop and deploy Machine Learning models to improve clinical diagnosis, documentation, and billing processes using Clinical NLP. - Prepare high-quality gold datasets for training and validating ML models, ensuring accurate and reliable outputs. - Fine-tune pre-trained models with clinical data to optimize performance and relevance. - Utilize AWS, Python, Huggingface, TorchServe, and PyTorch for scalable model development and deployment in production environments. - Collaborate with cross-functional teams to integrate ML solutions seamlessly into clinical workflows, ensuring compliance with healthcare standards and regulations.
  • m
    ML Research Scientist - HIS
    m
    Jan 2022 - May 2024 (2 years 5 months)
  • m
    ML Research Scientist - CRSL
    m
    Apr 2021 - Dec 2021 (9 months)
  • NOKIA BELL LABS
    Summer Research Intern
    NOKIA BELL LABS
    May 2018 - Jul 2018 (3 months)
    Developed a resource scheduling algorithm for Bell Lab's Deep Learning (DL) Training system to reduce the overall training time of the jobs. The development involves the design and implementation of the DL job placement algorithm under a heterogeneous GPU cluster using Kubernetes orchestration framework. As an extension, a simulator was built in Python programming language to observe the performance of different resource scheduling policies for a large batch size of jobs.
  • Rutgers University
    Teaching Assistant
    Rutgers University
    Sep 2015 - Apr 2021 (5 years 8 months)
  • M
    Software Engineer Intern
    MedSnap
    May 2015 - Aug 2015 (4 months)
    •Added features in d3 (JavaScript framework) data visualization tool to extract medication safety information. •Developed admin panel for 100+ users to manage large scale OpenCV data. •Upgraded all web servers and related frameworks for web applications.
  • University of Alabama at Birmingham
    Graduate Research Assistant
    University of Alabama at Birmingham
    Aug 2013 - Apr 2015 (1 year 9 months)
    Research Tasks: •Spam Email Campaign Detection using Data Mining. •Performace Analysis of Amazon EC2 Instances. •Sockpuppet detection in Wikipedia using Machine Learning Techniques. •Forensics Analysis of a Hard Drive using EnCase.
  • Shahjalal University of Science and Technology
    Assistant Professor on Study Leave
    Shahjalal University of Science and Technology
    Jul 2013 - Sep 2013 (3 months)
  • Dhaka Stock Exchange Ltd
    External IT Consultant
    Dhaka Stock Exchange Ltd
    Feb 2013 - Jun 2013 (5 months)
    Member of an investigative team to identify the origin of the problem of new MSA Plus Trading software launched by Dhaka Stock Exchange Ltd.
  • Criss Cross Computers
    Founder and CEO
    Criss Cross Computers
    Jan 2011 - Current (15 years 9 months)
    Introduced first ever e-Payment system for the students at Shahjalal University of Science and Technology
  • Center for Research Testing and Consultancy
    Project Coordinator
    Center for Research Testing and Consultancy
    Aug 2009 - Jan 2011 (1 year 6 months)
    Developed and coordinated 1st Mobile SMS Based Registration System for undergraduate admission test at SUST in 2009. Later, in 2010, same system was implemented for another eight universities in Bangladesh.
  • Shahjalal University of Science and Technology
    Lecturer
    Shahjalal University of Science and Technology
    Jul 2009 - Jun 2013 (4 years)
    Taught undergraduate courses
  • United Nations Development Programme UNDP
    e-Service Programmer
    United Nations Development Programme UNDP
    Dec 2008 - Jun 2009 (7 months)
    ●Led the whole IT process for Open Source Migration of Ministry of Cultural Affairs (MoCA) of Bangladesh. ●Compiled a complete Bengali database in Unicode for the Ministry of Liberation War Affairs which included 144500 entries of freedom fighters of Bangladesh Liberation War.
  • AI
    e-Service Programmer
    AI
    Dec 2008 - Jun 2009 (7 months)
Education verified_user 0% verified
  • University of Alabama at Birmingham
    Master of Computer Science, Computer and Information Sciences
    University of Alabama at Birmingham
    Jan 2013 - Dec 2015 (3 years)
    Master's Degree
  • Shahjalal University of Science and Technology
    B.Sc. Engineering, Computer Science & Engineering
    Shahjalal University of Science and Technology
    Jan 2003 - Dec 2008 (6 years)
    Bachelor Degree
  • Rutgers UniversityNew Brunswick
    Doctor of Philosophy - PhD, Computer Science
    Rutgers UniversityNew Brunswick
    Thesis: Computational Methods to Understand the Association Between Emojis 😀 and Emotions 😍 https://lnkd.in/dAeipZ2Q
Projects (professional or personal) verified_user 0% verified
  • e
    e-Payment for SUST
    Feb 2013 - Current (13 years 8 months)
    First ever electronic payment system for the students at SUST
  • I
    IT Based Admission System for Bangladesh National University
    Sep 2011 - Jun 2012 (10 months)
    A complex IT based admission system for the largest university in Bangladesh, Bangladesh National University.
  • 1
    1st SMS Based Paperless Admission System
    Oct 2009 - Jan 2010 (4 months)
    A pioneering IT based system in Bangladesh, to manage the undergraduate admission process; developed for SUST in 2009, and then was replicated for many other universities in 2010. For developing the system, we received 1st mBillionth South Asian Award 2010, National e-Content Award 2010 and many other rewards.
Awards verified_user 0% verified
  • A
    Best Paper Award
    ASE International Conference on Social Informatics Harvard University Cambridge MA USA
    Dec 2014
    For the paper "Spam Campaign Cluster Detection Using Redirected URLs and Randomized Sub-Domains"
  • D
    National e-Content Award
    Development Network Dnet Bangladesh
    Aug 2010
    Winners for the project Mobile SMS Based Paperless Admission System
  • D
    mBillionth South Asian Award
    Digital Empowerment Foundation India
    Jul 2010
    Winners for the project Mobile SMS Based Paperless Admission System
Publications verified_user 0% verified
  • A
    Assessing Emoji Use in Modern Text Processing Tools 👨🏽🔬
    Association for Computational Linguistics ACL
    Jun 2021
    Emojis have become ubiquitous in digital communication, due to their visual appeal as well as their ability to vividly convey human emotion, among other factors. This also leads to an increased need for systems and tools to operate on text containing emojis. In this study, we assess this support by considering test sets of tweets with emojis, based on which we perform a series of experiments investigating the ability of prominent NLP and text processing tools to adequately process them. In particular, we consider tokenization, part-of-speech tagging, dependency parsing, as well as sentiment analysis. Our findings show that many systems still have notable shortcomings when operating on text containing emojis.
  • A
    EmoTag1200 👍 : Understanding the Association between Emojis 😄 and Emotions 😻
    Association for Computational Linguistics ACL
    Nov 2020
    Given the growing ubiquity of emojis in language, there is a need for methods and resources that shed light on their meaning and communicative role. One conspicuous aspect of emojis is their use to convey affect in ways that may otherwise be non-trivial to achieve. In this paper, we seek to explore the connection between emojis and emotions by means of a new dataset consisting of human-solicited association ratings. We additionally conduct experiments to assess to what extent such associations can be inferred from existing data in an unsupervised manner. Our experiments show that this succeeds when high-quality word-level information is available.
  • E
    EmoTag – Towards an Emotion-Based Analysis of Emojis
    Sep 2019
  • A
    Spam Campaign Cluster Detection Using Redirected URLs and Randomized Sub-Domains
    ASE International Conference on Social Informatics
    Dec 2014
  • I
    A Comparative Study on I/O Performance between Compute and Storage Optimized Instances of Amazon EC2
    IEEE Cloud
    Jul 2014
  • I
    Performance Analysis of MPI (mpi4py) on Diskless Cluster Environment in Ubuntu
    International Journal of Computer Applications Foundation of Computer Science New York USA
    Dec 2012
  • C
    Effect of Homogeneous and Heterogeneous Network Structure on Alchemi based Grid computing platform
    Conference on Engineering Research Innovation and Education CERIR
    Jan 2010
    Abstract: Modern world is evolving to an era of collaborative computing from personal computing. By the latest few years Grid computing has been established as a means of collaboration for human civilization in many fields. This paper concerned on Alchemi which is a .net based Desktop Grid Computing Framework. Alchemi uses the unutilized processing power, resources and by combining a number of PCs it creates a virtual super computer. Depending on the hosts’ configuration we can define the network of PCs as Homogeneous Network or Heterogeneous Network that eventually serve as a grid platform. Heterogeneous network can be defined as a LAN working together with different hardware and/or software configuration and protocol. In the same way we c
  • I
    An Extended Algorithm to Enhance the Performance of the Gridbus Broker with Data Restoring Technique
    International Conference on Computer Engineering and Technology ICCET Singapore
    Jan 2009
  • t
    File Based GRID Thread Implementation in the .NET-based Alchemi Framework
    th IEEE International Multitopic Conference IEEE INMIC
    Dec 2008
  • I
    Runtime Thread Rescheduling: An Extended Scheduling Algorithm to Enhance the Performance of the Gridbus Broker
    International Conference on Computer and Information Technology ICCIT
    Dec 2008