Machine Learning Engineer
24+ years exp
16+ years ML exp
20+ projects
PHP
JavaScript
SQL
TypeScript
Python
Node JS
Kotlin
Go
Rust
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Overview
Technical skills
Timeline
Roles
Overview
AI/ML Engineer and CTO with 20+ years shipping production software and, over the past decade, large-scale machine learning and LLM systems. I design and deliver end-to-end AI products: LLM-powered agents, retrieval-augmented generation (RAG) pipelines, fine-tuned open-weight models (Llama, Mistral), and the MLOps infrastructure to serve them reliably at scale. Hands-on with PyTorch, TensorFlow and Hugging Face Transformers, modern LLM tooling (LangChain, LlamaIndex, vLLM) and vector search (FAISS, Pinecone, Qdrant). I own the full lifecycle - from data pipelines and model training to low-latency, cost-efficient inference in production - while leading engineering teams and turning research into dependable, revenue-driving products.
Technical skills
PHP• Architect • 24y+ • 20+ projects
JavaScript• Architect • 24y+ • 20+ projects
SQL• Senior • 24y+ • 20+ projects
TypeScript• 12y+
Python• Architect • 11y+ • 20+ projects
Node JS• Senior • 11y+ • 20+ projects
Kotlin• Senior • 8y+
Go• Middle • 6y+ • 5+ projects
Rust• Middle • 5y+ • 5+ projects
Databases
MySQL• 24y+ • 20+ projects
PostgreSQL• 9y+
MongoDB• 8y+ • 5+ projects
Redis• 8y+
FAISS• 7y+ • 10+ projects
RabbitMQ• 6y+
ElasticSearch• 6y+
Pinecone• 4y+ • 8+ projects
Qdrant• 4y+ • 6+ projects
AI/ML
NumPy• 16y+ • 20+ projects
Pandas• 16y+ • 20+ projects
Scikit-learn• 14y+ • 20+ projects
Jupyter Notebook• 14y+ • 20+ projects
TensorFlow• 10y+ • 15+ projects
XGBoost• 10y+ • 12+ projects
PyTorch• 9y+ • 20+ projects
spaCy• 9y+ • 10+ projects
Airflow• 8y+ • 8+ projects
LLM• 7y+ • 20+ projects
Transformers• 7y+ • 18+ projects
MLFlow• 7y+ • 10+ projects
Weights & Biases• 7y+ • 10+ projects
Prompt Engineering• 6y+ • 20+ projects
RAG• 6y+ • 15+ projects
Fine-tuning• 6y+ • 12+ projects
huggingface_hub• 6y+ • 15+ projects
OpenAI SDK• 6y+ • 18+ projects
Sentence-Transformers• 6y+ • 10+ projects
AI Agents• 5y+ • 12+ projects
LangChain• 4y+ • 12+ projects
LlamaIndex• 4y+ • 8+ projects
LoRA• 4y+ • 8+ projects
Claude• 3y+ • 10+ projects
Llama• 3y+ • 10+ projects
LangGraph• 3y+ • 8+ projects
Gemini• 3y+ • 6+ projects
vLLM• 3y+ • 8+ projects
Ollama• 3y+ • 6+ projects
Frontend
React.js• 9y+ • 20+ projects
GraphQL• 8y+ • 5+ projects
Next.js• 7y+ • 10+ projects
DevOps
Docker• 8y+
GitHub Actions• 8y+ • 10+ projects
AWS
CI/CD
Kubernetes
Git
Timeline
Chief Technology Officer (CTO)
•
Executive
AVO Group
•
Full-Time
IT Development
Alion
Website
Alion is an AI talent discovery platform for developers and hiring teams. It builds rich profiles from public GitHub, papers, and projects and surfaces explainable matches across AI, backend, robotics, security, and more. Companies search by up to 127 public signals and send opt-in outreach, while developers keep full control of visibility, salary expectations, and data. An AI screening feature verifies skills and flags against real code and resumes, helping teams qualify candidates before interviews and improving reply rates with transparent, developer-first workflows.
Atr.One
Website
Social Network
Practical RAG at Scale (Report)
Publications
Cost‑efficient LLM Serving (Article)
Publications
LLM safety evaluation (Article)
Publications
Massachusetts Institute of Technology (MIT)
Master's Degree •
Artificial Intelligence
