Graduate Research Assistant at UMBC

Tirth Jitendra Patel

www.linkedin.com/in/tirth-j-patel

Email : *******@****.***

Mobile : +1 (443) 851 - 3694

Education

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University of Maryland Baltimore County Baltimore, MD Master of Science in Computer Science; GPA: 4.00 Jan. 2021 – Dec. 2022

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Dhirubhai Ambani Institute of Information and Communication Tecnology Gandhinagar, India Bachelor of Information and Communication Technology; GPA: 2.43 (6.08/10.0) Aug. 2015 – May 2019 Experience

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University of Maryland Baltimore County Baltimore, MD Graduate Research Assistant Jan. 2022 - Present

Research Assistant May 2021 - Jan. 2022

Working as a part of Malware research lab (DREAM Lab) with Dr. Charles Nicholas, Dr. Cynthia Matuszek and Dr. Edward Raff on a project involving evaluating multiple malware classifiers

Keen on observing the effect of one malware family on other families and trying to measure pairwise distances between them

Graduate Teaching Assistant Aug. 2021 - Jan. 2022

Kept track of class discussions, journals and projects of students and evaluated them

Conducted lectures and TA office hours for helping students with their queries

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Snippet Bucket Technologies Ahmedabad, India

Odoo Developer Aug. 2020 - Oct. 2020

Involved heavily with the CRM, invoice, sales, project & other modules for back-end work

Build module for limiting logging attempts & generated platform specific Kanban and Form views

Built websites and Gantt view with custom timelines using jQuery for front-end work

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Techultra Solutions Ahmedabad, India

Odoo Intern Dec. 2019 - Jun. 2020

Worked with senior developers to design and develop ERP systems for the clients

Learned to work with APIs and developed Payment Gateways and Custom APIs

Single handlely developed webscrapping application which can sent and receive WhatsApp messages to users

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DA-IICT Gandhinagar, India

Summer Research Internship May 2018 - Aug. 2018

Co-operated with fellow student under professor to analyze an existing paper on S-CNN Notable Academic Projects

• Many-to-One Antivirus Signature Translation Ongoing

Designed AVSeq2Seq, a many-to-one machine translation network that can accurately predict antivirus signatures when provided with other signatures for the same malware sample

• Auto Image Captioning Dec. 2021

Tried out various models by making use of transfer learning and sequence 2 sequence architecture to generate a caption when image is passed to the program

• Classifying and counting the number of vehicles in lane Mar. 2021

A robust system which identifies the type of vehicle and count them to measure traffic on the road with worst case accuracy of about 84 percent, when dealing with shadows and weather condition

• Auction Management System Mar. 2018

An offline auction system which relates closely to general concept of buyers placing bids and buying items Technical Skills

• Languages: Python, SQL, Javascript, MATLAB, C/C++, Java, LATEX

• Frameworks: SciKit-Learn, TensorFlow, PyTorch, Pandas, NumPy, Odoo, Matplotlib

• Tools: Jupyter Notebook, Google Colab, PyCharm, Eclipse, NetBeans, Postman

• Services: SLURM, MySQL, PostgreSQL, Git, Postman, REST APIs Publications

• Tirth Patel, Abhisekh Jain, Dharak Gameti, Umang Patel and Rutu Parekh, ”Remote Structural Health Monitoring System for Bridges,” in 2020 IEEE International Students’ Conference on Electrical,Electronics and Computer Science

(SCEECS), 2020, pp. 1-4, doi: 10.1109/SCEECS48394.2020.125.

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