Ad Optimization Platform
FeaturedAI-powered real-time ad optimization system for streaming media, processing millions of ad decisions per second.
PythonTensorFlowKubernetesRedisKafkaPostgreSQL
Available for opportunities
AI/ML Tech Lead
Building Production AI Systems
Expert in Agentic AI, RAG, LLM Infrastructure, MLOps, and Data Platforms. Currently building intelligent systems that solve real-world problems.
5+
Years Experience
20+
Projects Built
10+
Open Source
30+
AI Models Deployed
What I Build
Deep expertise across the AI/ML stack, from research to production.
Agentic AI
Building autonomous AI agents that reason, plan, and execute complex tasks.
RAG Systems
Production retrieval-augmented generation with advanced retrieval strategies.
LLM Infrastructure
Scalable LLM deployment, fine-tuning, and inference optimization.
MLOps
End-to-end ML pipelines, monitoring, and automated retraining.
NLP
Natural language processing, text classification, and language understanding.
Data Platforms
Building robust data infrastructure for analytics and ML workloads.
Tech Stack
Technologies I work with daily.
PythonTypeScriptSQLGoRustPyTorchTensorFlowHugging FaceLangChainLlamaIndexscikit-learnOpenAI APIRAGAgentic AILLM Fine-tuningNLPComputer VisionNext.jsFastAPIDjangoReactKubernetesDockerAWSGCPTerraformAirflowSparkKafkaPostgreSQLRedisElasticsearchMongoDBdbtMLflowWeights & BiasesGitHub ActionsPrometheusGrafanaGit
Featured Projects
Selected work showcasing AI/ML capabilities.
Customer Intelligence System
FeaturedNLP-powered system for analyzing customer behavior and generating actionable intelligence for B2B sales teams.
PythonTransformersElasticsearchFastAPIReact
NLP2SQL: Natural Language Database Querying
FeaturedBuilding a system that translates natural language questions into SQL queries for intelligent data access.
PythonTransformersFastAPIPostgreSQLLangChain
Latest Articles
Thoughts on AI, engineering, and building systems.
January 10, 20252 min read
Building Production RAG Systems: Lessons from the Trenches
A deep dive into building retrieval-augmented generation systems that actually work at scale, covering architecture decisions, embedding strategies, and production pitfalls.
RAGLLMProduction ML
Read January 5, 20252 min read
Agentic AI: From Research to Production
How to take agentic AI systems from research prototypes to production deployments with proper reliability, monitoring, and observability.
Agentic AILLMMLOps
Read Let's Build Something Together
Open to AI/ML consulting, technical leadership roles, and interesting collaborations.