About Me

Professional Overview

Senior Software Engineer – specializing in cloud-native and AI-powered application development for the healthcare industry. Currently leading end-to-end development of production-grade telemedicine platforms.

AWS Certified Machine Learning Engineer – Associate, combining deep full-stack engineering expertise with hands-on machine learning and data engineering capabilities.

My work spans the full technology lifecycle — from designing cloud architectures and building scalable backend systems to training custom computer vision models and deploying multi-agent AI systems in production. I independently architect and manage multiple healthcare platforms, including virtual mental health treatment systems featuring agentic AI with multi-modal interaction, ambient summarization, and clinical risk analytics, as well as AI-powered medical imaging platforms with custom-trained vision transformers for classification and semantic segmentation.

Key strengths:

• Designed and productionized agentic AI systems orchestrating multiple specialized agents with structured memory, context injection, and streaming I/O for real-time interactions
• Built end-to-end computer vision pipelines from data preparation and model training to fine-tuning, deployment, and serverless inference at scale
• Integrated AI deeply into full-stack applications including NLP, speech-to-text, text-to-speech, medical terminology extraction, and real-time video/audio analysis
• Implemented RAG architectures, prompt engineering strategies, and guardrails to ensure safe, accurate, and context-aware AI responses in sensitive healthcare environments
• Managed the complete MLOps lifecycle, including model versioning, monitoring, A/B testing, and CI/CD for ML workflows

Beyond engineering – independently authored peer-reviewed research manuscripts and collaborated on funding and ethics board applications, bridging applied technology with academic contribution. Driven by building technology that directly impacts patient care in communities with limited access to specialists, combining technical depth with a mission-focused approach to healthcare innovation.