Engineering the Future with Applied Artificial Intelligence
Explore a curated collection of my AI demo projects, featuring custom-trained models, autonomous agents, and scalable cloud deployments. Bridging the gap between cutting-edge research and practical applications.
Projects Built
Autonomous Agentic Apps Deployed
Cloud Platforms Mastered
Engineering Production-Grade Agentic AI & LLM Solutions
Scaling multimodal RAG systems and fine-tuned VLMs that drive 90%+ cost efficiency and sub-500ms latency
Custom VLM Fine-Tuning
Distilling 70B+ models into efficient 2-3B parameters for domain-specific tasks like fashion tagging.
High-Efficiency Inference
Optimizing model architectures (MoE, MLA) and pipelines to achieve consistent sub-500ms latency.
Scalable Cloud Infrastructure
Productionizing AI on AWS SageMaker and GCP Cloud Run with robust data guardrails.
Agentic Framework Mastery
Building complex backends using Langchain, Google ADK, and multi-agent hierarchical routing.
Multimodal RAG Systems
Semantic text-to-image retrieval pipelines handling millions of fashion assets via ChromaDB.
Cost-Driven AI Engineering
Delivering 85-92% reduction in inference costs through quantization and QLoRA techniques.
Success Stories
See what our customers are saying about us
Efficiency & Model Distillation
Successfully distilled large-scale 70B+ parameter vision-language models into high-efficiency 2-3B models for production-grade attribute prediction. Achieved a consistent 85-92% reduction in operational costs while maintaining sub-500ms inference latency for real-time applications.
Agentic Orchestration & Scale
Engineered a production-ready multi-agent backend utilizing hierarchical routing to manage 7+ specialized sub-agents across research, coding, and commerce domains. Implemented session-isolated RAG pipelines and real-time SSE streaming integrated with five major LLM providers via LiteLLM.
E-commerce Pipeline Optimization
Deployed automated vision pipelines processing millions of fashion images to generate brand-aligned, SEO-optimized product descriptions and metadata. Scaled tag generation infrastructure on AWS Lambda and DynamoDB, resulting in a measurable increase in client satisfaction from 80% to 95%.
Multi-Agent SEO Orchestration
Built an automated editorial team using a smart graph. Seven AI agents collaborate: one researches, one outlines, and a writer creates the text. A digital editor scores every draft. If the SEO score is under 80, it triggers a rewrite until it's perfect.
AI Solutions by Complexity
Engineering scalable AI solutions that move beyond the POC, delivering 90%+ cost efficiency and high-performance inference.
Prototypes & POCs
Rapid validation of LLM-based ideas.
Production Scaling
Optimized AI for high-traffic environments.
Bespoke Ecosystems
Multi-agent systems for industry verticals.
The Engineering Ecosystem
My experitise in production-ready toolkits for building, scaling, and deploying multimodal AI.
Bridging the gap between frontier AI research and high-efficiency production reality.