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Actively looking for Full-Time roles

Lydia Prince
Edwin Sheeba

Full-Stack · AI Cloud Engineer · Systems Analyst

MS Information Systems @ George Mason University  ·  GPA 3.7  ·  ~3 Years Industry Experience
Building scalable cloud systems and intelligent data solutions

📧  Get in Touch 💻  GitHub 🔗  LinkedIn
3.7/4
GPA at GMU
3yrs
Industry Exp.
5+
Certifications
4+
Projects Built
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Lydia Prince Edwin Sheeba
Full-Stack / AI Cloud Engineer
MS INFS · GPA 3.7 · Open to Relocation
About Me

Detail-oriented cloud builder with a systems-first mindset

I'm a Master's student in Information Systems at George Mason University, specializing in cloud architecture, data management, and full-stack development. I bring close to 3 years of professional experience — including roles at Kyndryl, one of the world's largest IT infrastructure firms, and as a Graduate Professional Assistant at GMU's College of Public Health.

With AWS Solutions Architect and Cloud Practitioner certifications, I build scalable, secure, and intelligent systems — from serverless cloud architectures to AI-powered clinical decision tools. Available full-time from May 2026. Open to relocation.

🟢  MS Information Systems · GPA 3.7 · George Mason University
Tech Stack
Tools & Technologies

Every tool I work with — from AWS infrastructure to ML pipelines and enterprise systems.

☁️
Cloud & Infrastructure
AWS EC2AWS S3AWS ECS AWS ECRAWS FargateAWS Lambda AWS IAMAWS VPCAWS CloudWatch AWS RDSTerraformIaC ServerlessCloud Security
⚙️
Containers & DevOps
DockerDocker Compose AWS ECS (Fargate)ECR GitHub ActionsCI/CD Git / GitHubBashLinux VMware vSphereESXi
💻
Programming & AI / ML
PythonJavaScript SQLBashJavaVBA XGBoostscikit-learnSHAP NLPLLM APIsPrompt Engineering REST APIsJWT Auth
🗄️
Data & Databases
MySQLPostgreSQL Oracle DBMongoDB DynamoDBMS Access Data ModelingETL Data WarehousingQuery Optimization Normalization
📊
Analytics & BI
Power BITableau Advanced ExcelVLOOKUP Pivot TablesStatistical Analysis Data VisualizationPredictive Modeling
🏢
Systems & Enterprise
SalesforceDrupal QualtricsEMMA Newsletters UMLBPMNSDLC Agile / ScrumHIPAA Compliance Android StudioGIS
Portfolio
Featured Projects

Real projects built from scratch — AI clinical tools, GenAI platforms, IoT safety systems, and more.

🤖
GenAI
AI Career Navigator — Resume & Job Match Platform
End-to-end GenAI application that evaluates resumes against job descriptions using LLM APIs, returning conversational AI-powered feedback and match scores.
  • Engineered Python backend with RESTful API integration for NLP-driven resume analysis, simulating a GenAI pipeline end-to-end
  • Integrated LLM APIs with prompt engineering and output validation across 4+ user-facing features
  • Designed SQL-based storage and retrieval for user profiles and match scores across 3 development cycles
PythonLLM APIsREST API SQLPrompt EngineeringNLP
🏥
Healthcare AI
TriageIQ — ED Clinical Decision Support System
ML system trained on 400,000+ de-identified ED encounters (MIMIC-IV) to detect under-triage risk in real time, with explainability and bias monitoring.
  • XGBoost model scores incoming patients for under-triage risk — inspired by a 2024 study showing 36.7% of high-acuity patients were mis-prioritized
  • SHAP values explain model reasoning to nurses — not just a score, but which vitals triggered the flag
  • Bias detection dashboard tracking under-triage rates by patient sex, age, and arrival time
  • JWT role-based auth, full HIPAA audit log, deployed on AWS with Docker Compose
XGBoostSHAPMIMIC-IV AWSDockerJWTPython
📱
IoT + Android
Dual-Mode Women Safety System — Android & IoT
Comprehensive crime prevention framework integrating GIS crime hotspot mapping, a wearable panic device, and real-time volunteer tracking via mobile app and admin dashboard.
  • Android app + wearable prototype: panic signal alerts contacts, law enforcement, and nearby volunteers instantly
  • GIS techniques detect crime hotspots by combining local socioeconomic data with criminal records
  • Dynamic admin website for real-time tracking of victim and volunteer locations
Android StudioJavaScript GISIoTFirebaseMySQL
📚
System Design
Library Management System — VB.NET
Automated desktop library system with streamlined book borrowing and return workflows, built on VB.NET and MS Access for an enterprise environment.
  • Full CRUD operations for book inventory, member records, and loan tracking
  • Intuitive Windows Forms UI designed for staff and student users
  • Normalized MS Access database schema with query optimization
VB.NETMS Access Database DesignDBMS
Work History
Professional Experience

Nearly 3 years of combined industry experience — from enterprise IT at Kyndryl to cloud and data systems at George Mason University.

Aug 2022 – Present · Part-Time (ongoing)
Graduate Professional Assistant
Dept. of Health Administration & Policy · George Mason University · Fairfax, VA
  • Provide in-depth data analysis and IT support across institutional systems serving 500+ users
  • Diagnose and resolve hardware, network, and data issues across 3+ integrated business systems using root-cause analysis
  • Document analytical processes and business system recommendations for continuous improvement and knowledge sharing
  • Manage concurrent duties under competing deadlines with strong organization and a self-starter attitude
DrupalSalesforce QualtricsEMMA Data AnalysisIT Support
Jul 2021 – Jul 2024 · Full-Time (3 yrs)
Systems Analyst → Full Stack Developer → Software Engineer
Kyndryl India
  • Maintained sub-2% error rate in analytical quality reviews across large-scale production environments under strict SLA standards
  • Performed in-depth data analysis to diagnose and resolve hardware, network, and data issues across multiple platforms
  • Delivered cloud services and AWS technology projects, building scalable solutions for enterprise clients
  • Adapted rapidly to changing technology stacks, managing multiple SLA-driven deadlines simultaneously
AWSCloud Services Full StackEnterprise IT SLA ManagementSystems Analysis
Academic Background
Education

Strong academic foundation in information systems, cloud computing, and software engineering.

George Mason University
Master of Science — Information Systems
Aug 2024 – May 2026 · Fairfax, VA
GPA: 3.7 / 4.0
Coursework: Data Structures & Algorithms, Web Development, Software Engineering, Cloud Computing, Database Systems, Python, Business Intelligence, Networking, Systems Analysis & Design, IT Project Management
Panimalar Engineering College
Bachelor of Technology — Information Technology
2019 – 2023 · Chennai, India
CGPA: 3.5 / 4.0
Focus Areas: Computer Science, Database Management, Android Development, Software Engineering, IoT Systems, Interpersonal Communication
Credentials
Certifications

Industry-recognized certifications validating hands-on cloud and professional skills.

AWS Certified Solutions Architect – Associate
Amazon Web Services
✅ Issued Jul 2024 · Expires Jul 2027
View Credential →
AWS Certified Cloud Practitioner
Amazon Web Services
✅ Issued Nov 2024
View Credential →
AWS Academy Cloud Foundations Graduate
Amazon Web Services
✅ Issued Nov 2024
Certified Microsoft Office Specialist
Microsoft
✅ Certified
Early Career Adaptation Certification
Kyndryl India
✅ Certified
Research
Publication

Peer-reviewed research in network security and cyber threat mitigation.

📄
IJNRD · International Journal of Novel Research and Development
Distributed Denial of Service: Mitigation Solution and Techniques of Attack
Researched and published an analysis of DDoS attack vectors, classification methods, and mitigation strategies — covering volumetric, protocol, and application-layer attacks with proposed defense frameworks.
📅 Published May 5, 2022 · ijnrd.org
Let's Connect
Open to Full-Time Roles

Seeking Full-Stack, Cloud Engineering, DevOps, or Data roles. Available for Full-Time roles. Open to relocation anywhere in the United States.

📧  lydiaprinceedwin@gmail.com

Lydia Prince Edwin Sheeba · MS Information Systems · George Mason University