AI Engineering Services
I help teams build, deploy, and operate AI systems, from early-stage prototypes to production-grade infrastructure. Every engagement starts with understanding your problem.
Agentic Systems Design & Development
I build LLM-powered agents that plan, reason, use tools, and execute multi-step workflows. Internal tools, research assistants, customer-facing agents. Reliable and observable.
- ✓ Multi-agent orchestration and coordination
- ✓ LLM tool use and API integration
- ✓ Planning and reasoning architectures (ReAct, chain-of-thought)
- ✓ Human-in-the-loop workflows and prompt engineering
- ✓ Agent evaluation, testing, and AgentOps
- ✓ Game-theoretic incentive alignment
- ✓ Reward modeling and evaluation guardrails
AI Product Development
LLM-powered products end-to-end: architecture, backend, frontend, deployment. I ship the whole thing, ready for users.
- ✓ End-to-end GenAI product architecture
- ✓ Rapid prototyping and MVP development
- ✓ LLM integration and prompt engineering
- ✓ API design, NLP pipelines, and third-party integrations
- ✓ Production deployment and scaling
MLOps & AIOps
Infrastructure to train, fine-tune, deploy, and monitor ML models and LLMs at scale. Reproducibility and observability included.
- ✓ CI/CD for ML and LLMOps pipelines
- ✓ Model fine-tuning, versioning, and registry
- ✓ Automated retraining and drift detection
- ✓ Inference optimization and GPU cost management
- ✓ Infrastructure as code for ML
Search & Retrieval Systems
Production search engines serving millions of users, and RAG (Retrieval-Augmented Generation) pipelines that ground LLMs in your data. I've done both.
- ✓ Production search systems at scale
- ✓ Search relevance tuning and A/B testing
- ✓ RAG pipeline architecture and optimization
- ✓ Vector database design and embedding model selection
- ✓ Hybrid search (semantic + keyword) and reranking
- ✓ NLP-powered document ingestion and chunking
Computer Vision
Custom deep learning vision models for your specific use case. Full lifecycle: data strategy, annotation, training, optimization, edge deployment.
- ✓ Object detection and instance segmentation
- ✓ Image classification and visual search
- ✓ Video analysis and tracking
- ✓ Deep learning model optimization and edge deployment
- ✓ Synthetic data generation
AI Strategy & Technical Consulting
GenAI strategy, vendor evaluation, architecture review, governance. A decade of shipping ML systems across industries.
- ✓ GenAI strategy and AI readiness assessment
- ✓ LLM evaluation, vendor and model selection
- ✓ Enterprise AI architecture design and review
- ✓ AI governance and risk frameworks
- ✓ Causal inference and experimentation design
- ✓ Proof-of-concept development and team capability building
Let's discuss your project
Book a free 30-minute consultation. I'll listen to your challenge and share honest feedback on whether and how AI can help.
Book a Free Call