AI engineer who builds reliable LLM platforms
I design and run production-ready LLM services with clear SLOs, MLflow registries, and cost controls. 12+ years of production discipline applied to AI platforms.
Proof Pack
Evidence of reliable LLM systems in production with measurable outcomes
Model versioning with automated rollback capabilities and A/B testing integration.
Automated deployment pipeline that blocks releases when SLOs are not met.
Self-hosted vLLM deployment vs cloud API cost analysis with performance metrics.
Real-time monitoring dashboard with p95 latency and error rate tracking.
All metrics from production systems serving 10M+ requests/month with enterprise SLA requirements
Services
Specialized AI/ML engineering services with proven production experience
End-to-end LLM deployment with RAG systems, vector databases, and production monitoring.
- vLLM and TGI deployment optimization
- Vector database setup (Pinecone, Weaviate, Chroma)
- RAG pipeline design and evaluation
- Embedding model fine-tuning
- Retrieval quality monitoring
- Cost optimization strategies
Complete ML lifecycle management with automated training, evaluation, and deployment pipelines.
- MLflow experiment tracking and model registry
- Automated retraining pipelines
- Model performance monitoring
- A/B testing infrastructure
- SLO-based deployment gates
- Rollback and canary deployment strategies
Custom GenAI solutions for content generation, personalization, and customer experience optimization.
- Content generation and SEO optimization
- Product description automation
- Customer support chatbots
- Personalization engines
- A/B testing for AI-generated content
- ROI measurement and optimization
Need a custom solution? Let's discuss your specific requirements.
Get StartedFeatured Case Studies
Real-world implementations with measurable business impact
Built a real-time product recommendation system using fine-tuned LLMs and vector search, improving conversion rates and customer engagement.
Tech Stack
Key Outcomes
- 23% increase in conversion rate
- 45% reduction in cart abandonment
- 60% faster response times
- +1 more outcomes
Developed a regulatory document analysis system using RAG architecture to automate compliance checking and reporting.
Tech Stack
Key Outcomes
- 80% reduction in manual review time
- 99.5% accuracy in compliance detection
- Processed 10K+ documents daily
- +1 more outcomes
Implemented end-to-end MLOps pipeline with automated retraining, A/B testing, and deployment for a SaaS platform.
Tech Stack
Key Outcomes
- 90% reduction in deployment time
- Zero-downtime model updates
- Automated rollback in <2 minutes
- +1 more outcomes
Want to see more detailed case studies and technical deep-dives?
Recent Achievements
Live data showcasing quantified business impact and technical expertise
Category
Technology
Built to learn enterprise MLOps: MLflow registry, SLO-gated CI, observability stack
Before
After
BLIP-2 + LLM analysis for Meta Ads with hybrid inference and A/B testing framework
Before
After
Turns raw PRs into business-value narratives, generates ImpactScores for storytelling
Before
After
Real-time achievements pulled from GitHub PRs and deployment metrics
Ready to optimize your LLM infrastructure?
Book a 30-minute discovery call to discuss your project requirements and explore how we can reduce costs while improving reliability.
Schedule Discovery Call
30-minute technical discussion about your LLM system requirements
30-minute consultation • Automatic timezone detection • Free discovery call
Currently available for new projects • Next availability: February 2025
Payments: USD-denominated, crypto preferred (USDT/USDC/ETH/SOL). Weekly for retainers; fixed milestones 30% deposit, balance on acceptance. Client covers gas.