Hi, I'm Rashon E White.
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I am a backend developer with over 10 years of experience, specializing in Django, Django REST Framework (DRF), FastAPI, and Amazon Web Services (AWS), building scalable, high-performance applications.
About
Experienced Python developer with over 10 years of building reliable web applications and cloud-based solutions. Strong background in Django, FastAPI, and AWS, with hands-on experience delivering RESTful APIs, microservices, and CI/CD pipelines. Experienced in integrating AI/ML features such as data pipelines, model inference APIs, and AI-powered workflows into production systems. Proven ability to work across on-site and remote teams, collaborating with cross-functional stakeholders to design and optimize scalable, maintainable, and high-performance software that delivers real business impact.
I am looking for an opportunity to work in a challenging software engineering role that leverages my skills, provides professional development, offers interesting experiences, and promotes personal growth.
Experience
- Designed and implemented backend modules in Django and PostgreSQL to support AI-driven workflows.
- Developed and deployed RESTful and asynchronous APIs with FastAPI to serve machine learning models.
- Built data pipelines for feature extraction, transformation, and enrichment to support predictive analytics.
- Architected AWS deployments using Elastic Beanstalk, S3, VPC, and Lambda, integrating AI/ML services like SageMaker.
- Implemented Terraform-managed infrastructure and CloudWatch for scalable ML workloads and monitoring.
- Collaborated with product and UX teams to integrate AI-driven insights into dashboards and decision-support tools.
- Worked with PyTorch and TensorFlow models, serving real-time and batch inference efficiently.
- Introduced experiment tracking and logging using MLflow and S3, ensuring reproducibility of AI solutions.
- Developed scalable backend services in Django and FastAPI for AI/ML-powered features like recommendation engines and NLP pipelines.
- Integrated AWS services like Lambda, API Gateway, and DynamoDB for serverless ML microservices.
- Built data preprocessing workflows using Pandas, NumPy, and Python multiprocessing for model training and inference.
- Developed and maintained APIs to serve ML model predictions, including authentication and validation.
- Wrote automated tests and CI/CD pipelines with GitHub Actions to deploy ML services reliably.
- Implemented model versioning and metadata tracking using DVC and S3, enabling reproducible experiments.
- Participated in code reviews and pair programming, mentoring teams on best practices for integrating AI workflows into production systems.
- Built and enhanced backend services using Python and Django to support client‑facing web applications.
- Deployed and scaled microservices on AWS (EC2, RDS, S3) as part of cloud platform modernization.
- Troubleshot performance issues in REST APIs, improving response times and reliability.
- Collaborated with UX, frontend, and QA teams in a hybrid Agile environment to ship new features weekly.
- Gained hands‑on experience in cloud‑native development with real enterprise clients.
Projects
An online platform for health supplements, fitness gear & juicers.
An enterprise-grade project management platform built with Django + DRF + Channels + Celery + Redis.
A personal accounting tool that generates income statements, balance sheets, and cash flow statements.
A centralized HR & payroll automation system built with Cookiecutter Django.
- Tools: Django, DRF, Celery, Redis, PostgreSQL, dj-rest-auth,
- Core Features: JWT + Allauth, employee management, payroll processing, attendance tracking
- Other: CORS support, Celery background tasks, Redis for task queue & caching
- Upcoming: Optional LLM-powered CV parsing & onboarding automation
Skills
Backend
Python
Django
FastAPI
Celery
Databases
PostgreSQL
Cloud & DevOps
AWS
Git & GitHub
Education
Eastern Kentucky University (EKU)
Richmond, KY, USA
Degree: Bachelor of Science in Computer Science
CGPA: 3.8/4.0
- Data Structures & Algorithms
- Web Development
- Cloud Computing
- Database Systems
- Software Engineering
- Networking
Relevant Courseworks: