Architected and implemented a modular agent execution runtime that interprets user intent and dynamically compiles logic into executable Python agents, intelligently selecting between LLM-driven reasoning, classical ML models (e.g., XGBoost), or rule-based workflows based on context, cost-efficiency, and explainability requirements.

Engineered a model-agnostic LLM abstraction layer with intelligent routing across OpenAI, Claude, Mistral, LLaMA, and local deployments, enabling function-calling, multi-turn tool orchestration, and per-tenant execution through configurable adapters.

Designed and deployed a vector intelligence layer leveraging Qdrant, Pinecone, and Chroma, implementing schema-aware chunking, hybrid semantic + metadata retrieval, contextual filtering, and role-based access controls for high-fidelity grounding.

Built production-grade RAG pipelines capable of ingesting structured and unstructured data sources (SQL, APIs, parquet, documents) and dynamically constructing retrieval contexts using similarity scoring, metadata filters, and temporal slicing strategies.

Developed a secure multi-tenant AI deployment architecture supporting hybrid and on-prem environments, including token-based authentication, per-tenant vector isolation, dynamic environment provisioning, and compatibility with GPU-enabled local inference stacks.

Created an agent synthesis framework that interprets user prompts to generate explainable logic trees, execution plans, and model recommendations — with full versioning, inspectability, and optional pre-execution editing.

Led end-to-end system development, integrating .NET-based identity and orchestration APIs with Python AI runtimes (FastAPI, LangChain, custom orchestration layers), React-based agent builder interfaces, and containerized CI/CD deployment pipelines.

Focusing over .Net , Microservices , Azure , AWS , Angular , MSSQL, MySql, PostGresql, ElasticSearch, MongoDB, Spark , devops , Agile and other technologies

I am working as senior software engineer in Bahwan IT. Roles include analysis of customer requirements, System Design, Development etc. Working with various programming languages e.g. React js, WCF, DOT NET Core, MVC, Angular js, NODE.js, MSSQL, MYSQL, Mongo DB, Postgres etc. depends on the project.

I have started my career as an intermediate software engineer and ends up with Senior Software engineer. Worked with .Net, .Net Core, WebForm, MVC, WPF, Windows forms, MSSQL , PHP etc. Developed many successfull products with my team being used by hundreds of corporate customers.