Senior Software Engineer | AI & LLM Engineer

Built an Azure-based platform for automated claims resolution using LLM-driven extraction and classification with deterministic validation and business rules. Architected a memory-bounded concurrent processing model to eliminate out-of-memory failures under sustained production load. Integrated Cohere Rerank on Azure AI Foundry, implemented deduplication and resolution caching, and operated production workloads on Azure Container Apps with Terraform-provisioned infrastructure. Automated document and email intake workflows and delivered a customer-facing AI chatbot on Amazon Bedrock.

Built a B2B SaaS platform delivering autonomous AI voice and email agents for business communication and customer engagement. Implemented multi-channel messaging across WhatsApp, SMS, and email behind a unified agent layer. Provisioned AWS infrastructure as code with Terraform and exposed platform capabilities through a custom Model Context Protocol server.

Led migration of a legacy platform from C++ to Python and modernized architecture, tooling, and test coverage. Defined database schema and architecture, built data analysis pipelines for multi-country billing projections, and contributed to cloud infrastructure setup and automated deployments.

Engineered a high-throughput Python CLI tool for sensitive data sanitization, reducing processing latency by 80%. Implemented a hybrid execution model using multiprocessing, asyncio, and threading, and developed asynchronous pipelines for archive decompression and recompression.

Refactored a Django ORM codebase with custom query classes and generators to optimize database performance. Integrated WooCommerce and other third-party services, automated background tasks with Celery, and managed CI/CD pipelines and AWS production infrastructure.

Developed automated testing frameworks for maritime connectivity systems and engineered a certificate management microservice with secure data handling on Docker, Kubernetes, and AWS. Architected a data harmonization platform across AWS and GCP and hardened an enterprise Java portal against critical vulnerabilities.

Delivered global full-stack and automation solutions using Django, DRF, and PostgreSQL. Built a high-performance distributed web crawler for market price analysis and scaled an e-commerce platform on Azure Kubernetes with improved test coverage.