Principal AI Architect
"Building scalable, secure, governed and autonomous AI ecosystems that unlock new, real-world opportunities."
I bring over a decade of experience in software engineering, solutions architecture, and agile leadership to the tech ecosystem. I don't just write code; I build ecosystems. I specialize in bridging the gap between complex technical execution and business strategy. My mission is simple: ensure every AI solution I design is scalable, reliable, and engineered to drive measurable growth while slashing operational costs.
- Grounding & Accuracy: Architected high-scale RAG systems that reduced domain-specific hallucination rates.
- Model Specialization: Fine-tuned LLMs using LoRA/QLoRA techniques, boosting in domain-specific accuracy and performance.
- Market Agility: Designed reusable foundational frameworks that accelerated feature deployment and ensured consistent scalability.
- Cost Efficiency: Spearheaded autonomous Agentic AI MVPs and infrastructure strategies that significantly slashed operational costs.
- Actionable Insights: Developed robust deep learning and data pipelines to turn raw data into real-time analytics and foresight.
🔹 AI Infrastructure: Building fast, scalable LLM and multi-agent pipelines ready for real-world production.
🔹 Data Architecture: Designing secure, efficient data pipelines and vector databases to power AI autonomy.
🔹 Business Alignment: Turning technical features into real-world business value and strategic growth.
RAG Pipelines | LLM Fine-tuning (LoRA/QLoRA, PEFT) | Agentic Workflows (LangGraph, CrewAI) | Model Evaluation (RAGAS/TruLens)
PyTorch | TensorFlow | Keras | Scikit-learn | Predictive Modeling | Computer Vision
System Architecture | ETL/ELT Pipelines | SQL | Pandas/NumPy | Data Modelling | Real-time Analytics
AWS (SageMaker, Bedrock, EC2, Lambda) | Docker | CI/CD | Microservices (FastAPI)
Backed by industry-leading certifications from IBM.
🏆 View my Verified Badges on Credly
- IBM: RAG & Agentic AI
- IBM: AI Engineering
- IBM: Generative AI with LLMs
- IBM: Data Science
