Welcome to my Portfolio!

I'm Shistata Subedi



A Curious Mind

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Name: Shistata Subedi

Experienced Role: Software Developer

Work Experience: 1.2 years

Address: Eugene, Oregon

Technical Skills

  • Programming/Scripting: Python, Java, JavaScript, TypeScript, Go, HTML5, CSS
  • Frontend Frameworks: React.js, Redux, SASS, Polymer.js, LIT Element
  • AI/ML: Deep Learning, Transformers (BERT, GPT), LLM Optimization, XAI (SHAP, LIME, Counterfactuals), Model Evaluation & Benchmarking
  • NLP: Document Understanding, Named Entity Recognition (NER), Sentiment Analysis, Topic Modeling
  • Networking & Distributed Systems: Edge Computing, Network Optimization, Distributed Systems, Byzantine Fault Tolerance (BFT)
  • Data Analysis: SQL, Data Visualization
  • Backend Technologies: Node.js, Express.js
  • Databases and Infrastructure: MySQL, MongoDB, API Design, System Architecture (basic)
  • Tools & Version Control: Git, GitHub, Postman, JIRA, LaTeX, MATLAB
  • Product Development & Delivery: Agile (Scrum, Kanban), Requirements Gathering, Roadmapping, Cross-functional Team Collaboration, User Stories, Feature Prioritization

About

About Me

I am a software developer and systems thinker who bridges technical execution with product strategy. With industry experience building production systems and concurrent research in distributed technologies, I excel at translating complex technical concepts into user value.

Currently advancing blockchain infrastructure research with Prof. Suyash Gupta at University of Oregon, developing segment tree architectures for efficient historical data queries in Ethereum systems. This work focuses on transparency mechanisms and explainable system decisions—directly applicable to product challenges in fintech, blockchain, and distributed platforms.

My industry background as a provides practical grounding for research insights, while my research experience brings cutting-edge perspective to product development. I'm passionate about roles where I can combine technical depth with product vision, creating systems that are both powerful and user-centered.

    • Area of Focus: Product Strategy, Software Development, Cross-Functional Collaboration
    • Industry Focus: AI/ML Products, Blockchain/Web3, Data-Driven Systems
    • Interest: Cooking, Traveling, Food Culture, Art & Crafts (DIY)

0 +   Projects completed

Resume

Resume

Working at the intersection of infrastructure engineering, product strategy, and applied research to advance transparency and scalability in decentralized systems. Current focus includes segment tree–based data architectures for efficient access to historical blockchain state and interpretable ML systems for anomaly detection—work that bridges real-world product needs with rigorous technical design.

Experience


2024-Present

Graduate Research Work

University of Oregon

Decentralized Systems& Data Structures:

  • Conducting research on efficient storage data structures for decentralized systems.
  • Exploring the use of segment trees to enable range queries over distributed data.
  • Aiming to support the scalable retrieval of historical transaction states in decentralized environments.
  • Investigating trade-offs in performance, consistency, and storage overhead in distributed architectures.

Explainable AI & Large Language Models (LLMs):

  • Researching a novel framework for detecting and explaining anomalies in the behavior of LLMs, focusing on semantic analysis tools and chatbot systems.
  • Investigated attention mechanisms, tokenization, and response generation to improve interpretability and transparency in LLM-based systems.
  • Conducted a comprehensive review of global and local explainability methods (e.g., SHAP, LIME, counterfactuals) and evaluated their effectiveness for anomaly detection tasks.

2023-2024

Software Engineer

Leapfrog Technology Inc.

Leapfrog Technology Inc. is an international technology partner that specializes in AI-driven innovation, product development, and scalable enterprise solutions.

  • Streamlined the software development lifecycle, reducing project timelines by 20%.
  • Optimized RESTful APIs, achieving 30% faster response times, enhancing user satisfaction and engagement.
  • Designed and implemented backend APIs for the application using Micronaut.
  • Expanded product functionality to meet evolving business requirements.
  • Led high-quality data annotation, reducing anomalies and boosting model performance.



Education


2024-Present

Graduate Student

Computer Science
University of Oregon
2019-2023

Bachelor of Technology

Computer Science and Engineering
Vellore Institute of Technology

Projects

Projects

Below are some of my projects.

Aspen Biosciences

Developed a comprehensive drug discovery management system for scientists, optimizing research and experiment workflows. Integrated project management, chemistry workflows, and inventory tracking to enhance the discovery pipeline.

Vyaguta ERP System

Led the optimization of an ERP dashboard for employee and project management. Improved system performance and operational efficiency using SQL-based database optimizations.

VIT Connects

Designed a cross-platform app using Flutter and Firebase for students and faculty at VIT. Focused on interaction, course collaboration, and task management while implementing HCI principles through usability testing.


Time Delivery Problem

Developed a route optimization algorithm for the Traveling Salesman Problem, improving logistics efficiency. Focused on route planning within delivery systems to minimize operational costs.

0 Merit-Based Scholarships
0 Years of Leadership and Mentorship
0 Research and Development Projects
+ Competitive Programming
0 Cups of Tea

Check out my latest projects on GitHub!


GitHub

Explore My Coding Challenges & Solutions on Leetcode


Leetcode

Contact

Contact Me

Below are the details to reach out to me!

Address

Eugene, Oregon

United States

Email Address

shistatasubedi24@gmail.com

Download Resume