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Computer Engineering Machine Learning

Location:
Houghton, MI
Posted:
April 10, 2024

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Resume:

Madhureeta Das

Houghton MI ad4wyi@r.postjobfree.com linkedin.com/in/Madhureeta-das 906-***-****

SUMMARY

Computer Engineering graduate student with 1+ year experience in IT industry seeking internship/Co-op opportunities for Summer 2024.

EDUCATION

Michigan Technological University Houghton, MI August 2020 - Present

Ph.D., Computer Engineering GPA : 3.69

Jadavpur University Kolkata, India August 2017 - June 2020

M.Tech., Computer Technology

Future Institute of Engineering and Management Kolkata, India August 2012 - June 2016

RESEARCH EXPERIENCE/PROJECT

Michigan Technological university Electrical and Computer Engineering Department

Domain Adaptation with Privacy Constraints: Explore methods to address challenges related to differing data distributions and privacy constraints in domain adaptation. Paper titled "Embracing Semi-Supervised Domain Adaptation for Federated Knowledge Transfer," published in EAI SmartSP 2023.

Improving Tiny Machine Learning Performance: Investigate techniques to enhance the performance of tiny machine learning models by utilizing the computational resources of larger devices. paper titled "Learning, Tiny and Huge: Heterogeneous Model Augmentation towards Federated Tiny Learning," published in ICMLA 2023.

Trans-Receiver Communication under Domain Incremental Setting: Conduct experimental evaluations for trans-receiver communication in the context of domain incremental settings, particularly for large language models. Explore prompt-based transceiver cooperation strategies for semantic communications while considering domain-incremental background knowledge. Paper titled "Prompt-based Transceiver Cooperation for Semantic Communications with Domain-Incremental Background Knowledge," published in Globecom 2023.

WORK EXPERIENCE

Worked as a Graduate Teaching Assistant in Electrical and Computer Engineering department (MTU).

Conduct laboratory sessions effectively, communicating in a clear and concise manner to enhance student

comprehension. Assessed student assignments and offered constructive feedback, fostering a positive learning

environment.

Worked as a Software Engineer in the IT industry (ValueLabs LLP-India) for one year nine months. Leveraged LIMS

(Laboratory Information Management System) tool ware, focusing on efficiently managing laboratory workflows and data related to research and development activities. Collaborated closely with clients to understand and address their requirements through the utilization of LIMS tool ware.

VOCATIONAL TRAINING

Globsyn Finishing School’s Kolkata, India

Call Center Management using JEE7 December 2012

SKILLS

Technical: C, JAVA, SQL, MATLAB, Python.

Other skills: Leadership, Champion of women’s cricket league tournament, Awarded at school for achieving good percentage.

Languages: English, Bengali, Hindi, German (Intermediate).

INTERESTS

Interested in sports, games, reading books, photography, listening to music, cooking.



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