Senior AI/ML & Software Engineer
Senior AI/ML & Software Engineer with 15+ years of experience building production-grade AI systems, Python-based backend platforms, and scalable software solutions. Expert in Generative AI, LLM-powered applications, and machine learning pipelines using Python, Django, Flask, FastAPI, and Hugging Face Transformers. Skilled in designing and deploying retrieval-augmented workflows, multi-modal AI systems, and cloud-deployed backend architectures. Proven ability to deliver measurable business impact through high-performance, maintainable, and secure software solutions.
Specialization
I specialize in building:
End-to-end retrieval-augmented generation pipelines using GPT-4, Claude, and LangChain — grounding LLM responses in real knowledge bases with FAISS and Pinecone vector search for production-grade accuracy
LLM-powered automation systems using function-calling and tool-use APIs that replace repetitive manual tasks — from content management to document processing — with intelligent, self-orchestrating workflows
Combined text and image generation pipelines using Hugging Face Transformers, OpenAI DALL-E, and transformer-based NLP models for automated content creation, document intelligence, and visual asset generation
Scalable backend architectures with Django, Flask, and FastAPI — RESTful and GraphQL APIs, distributed microservices, and high-throughput data pipelines powering enterprise platforms with millions of users
Semantic search infrastructure using FAISS, Pinecone, Weaviate, and Chroma — embedding pipelines, real-time knowledge base queries, and retrieval systems achieving 95%+ relevance accuracy at scale
Production AI infrastructure on AWS with Docker, Kubernetes, and Terraform — SageMaker model deployments, CI/CD pipelines for ML workflows, and automated scaling for high-traffic AI services
Skills
Experience
Institute For Multi-Sensory Education • Southfield, MI
SymSoft Solutions • Sacramento, CA
Databricks • San Francisco, CA
Accenture • San Jose, CA
Microsoft • Sunnyvale, CA
Education
Carnegie Mellon University
2006 — 2009 · Pittsburgh, PA
Coursework focused on software engineering, distributed systems, and AI-driven applications.
Projects
Production RAG assistant for enterprise knowledge retrieval that reduced customer support resolution time by 42% across an e-learning platform.
Agentic workflow automation system using LLM tool-use APIs to automate 60%+ of repetitive content-management work across an e-learning platform.
Multi-modal AI content generation workflow using Hugging Face Transformers and OpenAI image generation, increasing course production velocity by 3x.
Production LLM assistant platform serving 10,000+ daily API requests with sub-300ms latency and automating 70%+ of tier-1 support queries.
Automated document processing pipeline using transformer models for extraction, summarization, and classification, reducing manual review effort by 55%.
AI-powered document processing and predictive analytics platform that improved document classification accuracy to 94% and increased throughput by 40%.