SAUGAT TRIPATHI

Oxford, OH

573-***-**** https://saugattripathi.com.np adu7ze@r.postjobfree.com

https://www.linkedin.com/in/saugat-tripathi

EDUCATION

Miami University, Oxford, OH

Master of Science Expected August 2023

Electrical and Computer Engineering (Reinforcement Learning) 4.0

Programmed independent project on spam filtering and 8 queen problems leveraging aspects of AI.

Conducted multiple independent research on early detection of breast cancer classification with image processing and deep learning.

Executed course project on heart disease classification leveraging biomedical signal processing and deep learning with 82% accuracy.

Thapathali Campus, IOE, Tribhuvan University, Kathmandu, Nepal Bachelor of Engineering September 2019

Electronics and Communication 3.80 (Scholaro Conversion)

Conducted minor project toward smart car parking management system as a part of curriculum.

Initiated a project on semi-autonomous two-vehicle navigation system-based guidance with a dynamic feedback control loop.

Relevant elective courses artificial intelligence, big data technologies and data mining. EXPERIENCE

MIAMI UNIVERSITY, Oxford, OH August 2021 - Present Research Assistant

Managed collaborative research project on corrosion of various metals (with the University of Texas) with a focus on EBSD and SECCM data integration, cleansing, and deep learning model development with a 0.98 coefficient of determination.

Implemented a novel approach of EBSD and SECCM integration algorithm deploying image registration and image processing techniques.

Researched UAV-based cellular communication optimization operating on deep reinforcement learning algorithms with different communication approaches.

Developed a novel distributed algorithm based on Deep Q-Learning for control of distributed multi-UAV cellular networks with different levels of information sharing. HIMALAYAN KANGAROO, Kathmandu, Nepal September 2020 - October 2020 IT Officer

Implemented marketing and business-oriented strategy development with a fusion of internet technology for eCommerce growth.

Troubleshooted website, product placement on website and general related IT issues of company. SKILLS

Programming: Python, MATLAB, Java, C, C++ and HTML. Python Packages: Pytorch, Tensorflow, Pandas, Numpy, Stable Baselines. Research and Publication: Aerial View-Based Guidance System, Journal of Innovations and Engineering Solutions, Volume – 3, Issue – 1, March 2020 (https://doi.org/10.3126/jiee.v3i1.34153). Presentation: Oral presentation paper for the STLE 2022 conference, poster presentation on the STLE 2022 conference (competed with 40+ research), 2 credit hours of graduate seminar classes, and several class presentations on projects and papers.

CERTIFICATIONS

Python (Certificate): Getting Started with Python, Python Data Structure, Using Python to Access Web Data, Using Database with Python (University of Michigan, Coursera).

Machine Learning (Certificate): Machine Learning (Stanford University, Coursera). AWARDS AND RECOGNITIONS

Award: Thapathali campus semester topper 2nd year 2nd part and 4th year 1st part.

Documentation and management committee member on Jigyasa Expo, 2019.

Gold award at STLE 2022 conference for poster presentation. (also covered in Miami University news).

Coverage of work and award by Miami University graduate school as spotlight student.