Summary
Overview
Work History
Education
Skills
Websites
Projects
Honors Awards
Languages
Timeline
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Suthira de Silva

Suthira de Silva

Computer Science Reseacher
Caldwell,ID

Summary

An AI / LLM researcher at College of Idaho, who conducts independent researches on integrating Large Language Models with microcontrollers, neural network based databases, Arduino automation systems, alongside star spectroscopy. An individual with a solid foundation in computer science and physics, and impassioned with applying technology to solve complex problems and create innovative solutions. Specially, a researcher who worked on projects that require industry level problem solving abilities and programming capabilities for more than 3 years, with fine tuned experience on DSA and Formal Automata fundamentals across Python, C++, Scala, SQL, Javascript, React and Node.JS. Furthermore, an IT Technician with 400+ repairs just in 2 years, across all types of devices running multiple operating systems, while facilitating the college network architectures.

Overview

3
3
years of professional experience

Work History

AI / LLM Integrated Microcontroller Researcher

The College Of Idaho
08.2023 - Current

Duration: 5 months. I conduct research studies with Dr. Rosoff in Mathematics Department at College of Idaho, experimenting 6 LLMs, and have optimized accurate response rate by 85% and GUI interaction efficiency by 45%.

Arduino Automation Researcher

The College Of Idaho
05.2023 - Current

Duration: 7 months. I have developed and implemented cutting-edge systems that gives abilities of remote telescope control with full automation from anywhere on the planet via WiFi connectivity, which enhanced spectroscopic analysis productivity by 43%. Collaborating closely with astrophysicists and astronomers, I tailored automation functionalities to meet specific research requirements and conducted rigorous testing which increased reliability and accuracy in various atmospherically conditions by 38%.

Astronomy Researcher

The College Of Idaho
05.2023 - Current

Duration: 7 months, I use data obtained at College of Idaho and New Mexico observatories to investigate intriguing stellar systems, then using SkyX and Integrated Software for Imagers and Spectrometers to conduct data analysis, and write Python algorithms to analyze stellar spectra, which decreased execution time by 60%.

IT Technician

The College Of Idaho
08.2021 - Current

Duration: 2 yrs 6 months. Experienced in repairing laptop and desktop computers (Windows, Linux, Ubuntu, MacOS), and mobile devices (Android, iOS) , troubleshooting and fixing varieties of technical issues fellow student bring to IT department. (400+ repaired devices)

Education

Bachelor of Arts - Computer Science

The College of Idaho
Caldwell, ID
05.2025

High School Diploma -

Li Po Chun United World College
Hong Kong
05.2021

Skills

  • Large Language Models ( LLMs) and Building Automation Systems ( BAS )
  • Python, C, SQL, Scala, HTML, CSS, Javascript
  • Self taught React, Nodejs, Unix, Java, AWS and cloud computing
  • iOS application development
  • Linux, Ubuntu shell scripting and version control management with Git
  • OOP and functional programming
  • Soft Skills : Project and risk management, negotiation and public speaking, networking, communication, collaboration, problem solving, critical thinking, analytical and detail oriented, and time management
  • 3 years of experience with R /Matlab /RStudio
  • 4 years of network design & computer hardware architecture experience with CAD / 3D modeling

Projects

  • YoteSwap. Duration: Jan 2024 - Present. A dynamic online platform, comprising a website and a mobile app, designed exclusively for the College of Idaho community with a user base of 1,100 students and growing, YoteSwap facilitates the exchange of essential items such as meals, clothes, class notes, and textbooks among peers. This innovative initiative aims to alleviate financial burdens by enabling students to access necessities they may not afford otherwise, fostering a culture of sharing and support within the college community. Swift 5.9.2 in Xcode 15.2 IDE has utilized for stable and efficient application development on iOS devices, while the backend infrastructure employs robust backend infrastructure to support user authentication, data storage, and transaction processing. Estimations predict that YoteSwap would ensure 38% of student body's food security.
  • DBMS with Specify 7’s server architecture for Orma J. Smith Museum of Natural History. Duration: May 2022 - Aug 2023. Enhanced data management capabilities by 36% by implementing Specify 7’s advanced server architecture. This project aimed to streamline the museum's collection management processes, ensuring efficient cataloging, organization, and accessibility of its extensive natural history specimens.
  • Astronomy database for classification of cosmic objects based on SQL and Python . Duration: Jan 2023 - May 2023. Alongside my astronomy researches, a database with specific classification was much needed. The main purpose would be to store information about various astronomical objects such as galaxies, star systems, planets, moons, asteroids, comets, probes, and more. It includes tables for storing general attributes, orbital information, physical characteristics, electromagnetic spectrum data, discovery details, and more. The system has classified more than 50,000 cosmic objects, which increased the efficiency of spectroscopic analysis by 63%.
  • Data wrangling, cleaning up and visualizing, Cricket World Cup 2023 data frames using R /Matlab /RStudio. Duration: Dec 2023 - Feb 2024. The aim is to transform raw tournament data into insightful visualizations that provide valuable insights into player performances, team strategies, and match dynamics while cleaning up 230 columns and 5,647 rows of data. Derived new features and metrics from the existing data set that may provide additional insights into player and team performances, such as batting strike rate, bowling economy rate, and player impact scores.
  • Establishing MFA (Multi factor Authentication) system at College of Idaho. Duration: Aug 2022 - Present. As a security measure for immense amount of phishing attacks that flows to the IT department weekly, our team was able to setup MFA for all the students Outlook accounts and LMS related accounts. Our strategies have been introduced to 5,000+ devices and they has reduced the success rate of phishing attack 78%.

Honors Awards

  • Nominee of the best astronomy research, 2023 - Issued by American Physical Society, Oct 2023
  • Dean's list honorees, Fall 2023 - Issued by College of Idaho
  • Highly gifted individuals in the 99.9th percentile (158 IQ) - Issued by IQRank.net, Feb 2024
  • Karate 1st dan master, and 2015 international champion - Issued by JKMO · May 2018

Languages

English
Native or Bilingual
Sinhala
Native or Bilingual
Spanish
Elementary

Timeline

AI / LLM Integrated Microcontroller Researcher

The College Of Idaho
08.2023 - Current

Arduino Automation Researcher

The College Of Idaho
05.2023 - Current

Astronomy Researcher

The College Of Idaho
05.2023 - Current

IT Technician

The College Of Idaho
08.2021 - Current

Bachelor of Arts - Computer Science

The College of Idaho

High School Diploma -

Li Po Chun United World College
Suthira de SilvaComputer Science Reseacher