A
Austin Carlton
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McDonough, Georgia, United States
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Résumé
Jobs
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Senior Software EngineerKomodo HealthSep 2022 - Current (3 years 11 months)• Led Komodo Health's platform development: Designed and optimized the platform using Python and FastAPI for backend services, React for frontend development, and AWS for cloud infrastructure, building scalable web applications, APIs, and microservices. • Developed AI-Powered Healthcare Insights: Designed and deployed MapAI, an NLP-driven assistant using OpenAI API, LangChain, and LlamaIndex, and LLMs to enable self-service healthcare intelligence and advanced medical text analysis, incorporating semantic technologies. • Optimized Large-Scale Healthcare Data Processing: Built and optimized ETL pipelines with Dask, PySpark, and Node.js for efficient data transformation and processing within Snowflake, supporting data strategy goals. • Im- GSenior Software EngineerGoodreadsJun 2019 - Aug 2022 (3 years 3 months)• Developed Enhanced Book Recommendation Algorithms: Improved collaborative filtering and content-based recommendation models using Python libraries such as scikit-learn, TensorFlow, pandas, NumPy, LightFM, and Surprise, increasing engagement by analyzing user preferences and reading history, supporting business intelligence initiatives. • Designed Scalable Backend Services: Built and optimized APIs with Flask, FastAPI, Node.js, and Django, handling user authentication, book metadata retrieval, and recommendation requests. • Optimized Data Storage & Retrieval: Integrated PostgreSQL, DynamoDB, and Redis to store and cache user interactions for faster recommendations, using metadata management for faster retrieval. • Integrated External B
- WSoftware EngineerWestern & Southern Financial GroupApr 2016 - Mar 2019 (3 years)• Developed Financial Data Pipelines: Built batch and real-time ETL workflows with AWS Glue, PySpark, Presto, and Node.js, ensuring accurate data transformation for financial reporting, supporting data strategy. • Optimized API-Driven Data Integration: Designed high-performance RESTful APIs with Flask, Django, and Node.js, facilitating secure data exchange between internal financial systems and contributing to business objectives. • Implemented Secure Cloud Migrations: Spearheaded in transitioning financial data processing to AWS, integrating Matillion with Redshift and S3 while maintaining compliance standards and metadata management for secure storage. • Automated Data Workflow Execution: Developed Celery-based task automation and Mat
- Full Stack DeveloperBairesDevOct 2013 - Mar 2016 (2 years 6 months)• Documented Technical Architecture: Created system diagrams and API documentation, improving onboarding efficiency by reducing ramp-up time by 2 weeks, utilizing technical writing to streamline processes. • Developed Scalable UI Components: Built modular React and Redux components following atomic design principles, improving maintainability and reusability by 24%, with a focus on jQuery for dynamic web elements. • Optimized Database Performance: Tuned PostgreSQL schemas and queries, reducing query response times by 15% and improving system performance by 20%, ensuring better metadata management. • Built RESTful APIs for Scalable Backend: Developed Django-based RESTful APIs, enabling seamless data flow across client projects, and also
- Software Engineering InternMetaJun 2013 - Aug 2013 (3 months)• Collaborated with a cross-functional team to build and optimize internal SaaS tooling using PHP, JavaScript, Hadoop, and SQL: contributed to performance improvements by analyzing backend API queries, implementing caching strategies, and enhancing team communication to support large-scale analytics.
Education
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- Bachelor's DegreeUniversity of Texas at Austin
- CCertified ScrumMaster (CSM)
- AAWS Certified Solutions Architect – Associate