Jude Lwin

Software Engineer

Washington, DC, United States3 mos experience

Key Highlights

  • Developed automated LLM evaluation pipeline reducing manual review time.
  • Engineered scalable recommendation system for older adults.
  • Oversaw frontend development of mobile app for veteran healthcare.
Stackforce AI infers this person is a Backend-focused Software Engineer with experience in Fintech and Healthcare sectors.

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Skills

Core Skills

Python (programming Language)Natural Language Processing (nlp)Machine LearningBack-end Web DevelopmentReactAmazon Web Services (aws)

Other Skills

SnowflakeScikit-LearnVector DatabasesgRPCShadcnTypeScriptFastAPITailwind CSSJavaScriptPostgreSQLMicrosoft ExcelMicrosoft Power BIMulti-taskingCustomer ServiceCommunication

Experience

3 mos
Total Experience
3 mos
Average Tenure
--
Current Experience

Amazon

Software Engineer Intern

Jan 2026Present · 5 mos · New York, New York, United States · On-site

  • Unified Auth (Traffic Engineering): Agentic Security

Capital one

Software Engineer Intern

Jun 2025Aug 2025 · 2 mos · McLean, Virginia, United States · Hybrid

  • Intelligent Foundations and Experience (IFX): GenAI Platforms Team
  • Built automated LLM evaluation pipeline in Python/Snowflake scaling model validation from dozens to 10K+ queries per deployment, reducing engineering time from days of manual review to overnight batch processing
  • Trained ensemble classifiers with scikit-learn (Random Forest, XGBoost) and developed NLP scoring system (ROUGE, Levenshtein, fuzzy encoding) achieving 91.2% accuracy in deployment verification
  • Engineered backtesting framework to validate metric/classifier updates against all previous evaluation runs
Python (Programming Language)SnowflakeScikit-LearnNatural Language Processing (NLP)

Wise cities

Software Engineer | AI/ML Club

Feb 2025May 2025 · 3 mos · College Park, Maryland, United States

  • Led backend development of a recommendation system for older adults to find local organizations and activities
  • Engineered scalable gRPC microservice with MongoDB querying and Pydantic data validation
  • Integrated all-MiniLM-L6-v2 and Pinecone to enable sub-100ms k-NN recommendations
  • Built collaborative filtering system using matrix factorization to predict user preferences from interaction data
Python (Programming Language)Vector DatabasesMachine LearningBack-End Web DevelopmentgRPC

University of maryland

Teaching Assistant, CMSC330 (Programming Languages)

Jan 2025Present · 1 yr 5 mos

Children's national hospital

Software Engineer | Chest X-Ray Team | App Dev Club

Jan 2025May 2025 · 4 mos

ReactShadcnTypeScriptFastAPITailwind CSS

App development club

Software Engineer | Warriors Legacy Care

Sep 2024Dec 2024 · 3 mos · College Park, MD · On-site

  • Oversaw frontend development of a mobile app using React Native and JavaScript for a veteran healthcare startup
  • Built interactive features, including service provider search and appointment booking, with Google Maps API
  • Implemented Flask APIs for handling user bookings and profile data, stored securely in PostgreSQL and AWS
Python (Programming Language)Amazon Web Services (AWS)ReactJavaScriptPostgreSQL

Usda animal and plant health inspection service (aphis)

Technology Intern

Jun 2024Sep 2024 · 3 mos · Riverdale, MD · Hybrid

  • Automated inbox processing with Power Automate and Microsoft Lists; reduced team’s manual load by 70%
  • Directed accessibility testing across 142 web apps for Section 508 compliance
  • Built Python tool for USDA document lifecycle validation using Pandas, reducing processing time by 80%
Python (Programming Language)Microsoft ExcelMicrosoft Power BI

University of maryland

Community Assistant

Jan 2024Jul 2024 · 6 mos · Prince Frederick Hall · On-site

  • Drove operations for over 200 packages and keys, prioritizing the satisfaction of over 450 residents
  • Actively engaged as a liaison during emergencies, nurturing a safe and welcoming community
Multi-taskingCustomer ServiceCommunicationOrganization Skills

Cvs health

Store Associate

Jul 2022Aug 2023 · 1 yr 1 mo · Damascus, Maryland, United States · On-site

  • Proficiently engaged in active listening to understand customer needs, driving sales and problem-resolution
  • Accurately performed cashier duties, maintained the sales floor, and aided customers in English and Spanish

Family-operated airbnb

Assistant to Superhosts

Jun 2020Jul 2024 · 4 yrs 1 mo · Baltimore, MD · Hybrid

  • Analyzed and interpreted market trends and organized earnings/expenses using MS Excel and Power BI
  • Cleaned 1,000+ data points and created insightful charts and dashboards in Power BI to compare monthly profits
  • Remotely managed security system, internet reliability, and emerging customer needs efficiently
Microsoft ExcelMicrosoft Power BI

Education

University of Maryland

Bachelor of Science - BS

Jan 2023Jan 2027

Richard Montgomery High School

International Baccalaureate Diploma Programme

Aug 2019Jun 2023

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