.png){kind=logo}
Aaron Mcanerney
Mid-level Backend Software Engineer specializing in data platforms and reporting
Connect with Aaron
Aaron already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Built a production Medicare Q&A chatbot using OCR (pytesseract), LangChain chunking, ChromaDB embeddings/retrieval, and an Ollama LLM. Thinks in terms of practical tradeoffs (cost, model selection, static vs frequently-updated corpora) and emphasizes deterministic testing plus observability for reliable LLM workflows; also has experience automating non-technical teams' pain points (e.g., recruiting event integration).
Find your next great hire
Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.
Key Strengths
- Built and deployed an LLM-powered Medicare Q&A chatbot using OCR + vector DB retrieval
- Pragmatic system design tradeoff thinking (cost, model choice, static vs dynamic data, throughput)
- Applies traditional software engineering principles to LLM workflow testing (deterministic tests)
- Emphasis on observability to support debugging and reliability of LLM logic
- Effective collaboration with non-technical stakeholders via pain-point discovery and iterative feedback
- Experience automating manual workflows to reduce operational burden (recruiting event integration)
Like what you see? We'll introduce you to Aaron directly.
Experience
Skills
Languages
Browse Similar
Similar Candidates
Senior Full-Stack Software Engineer specializing in cloud-native distributed systems and AI
Senior AI/ML Engineer specializing in applied AI and scalable backend systems
Staff-level Software Engineer specializing in LLM inference infrastructure and scalable model serving
Senior Full-Stack Engineer specializing in AI/ML platforms and cloud-native systems
Russell Wong
Senior Software Engineer specializing in large-scale backend reliability and media platforms
“Backend/data engineer with experience on large-scale consumer platforms (Google and Meta), building high-traffic Python microservices (REST/gRPC) on Kubernetes with strong reliability/observability practices. Delivered AWS container-based deployments with CI/CD and IaC, and built AWS Glue ETL pipelines on S3 with schema evolution and data quality controls; also has demonstrated SQL tuning impact (15% latency reduction) and incident ownership for batch pipelines.”
Senior AI Engineer specializing in LLMs, RAG, and production ML systems
Interested in Aaron?
We'll personally introduce you - no strings attached.
Build your dream team with Reval
Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.
Discover more candidates like Aaron
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent