shmWorks/ShmWorks

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AI Engineer | Specializing in Gen AI & Agentic Workflows

I build intelligent, multi-agent systems and robust AI applications designed for real-world impact. My focus is on LLM orchestration, AI safety, and scalable machine learning pipelines.

  • ๐ŸŒฑ Iโ€™m currently exploring Advanced Agentic Patterns & Semantic Routing
  • ๐Ÿ’ฌ Ask me about LLM Integrations, Python, and Multi-Agent Architectures
  • ๐Ÿค Open to collaborations on Open-Source AI & Healthcare AI Solutions


๐Ÿค– Featured AI Work


Multi-Agent Healthcare System featuring specialized agents (Medical Reasoner, Safety Guard, Intake Parser).

  • Core Innovation: Engineered for Zero False Negatives clinical safety using Chain-of-Thought reasoning.
  • Tech Stack: LLMs, Multi-Agent Architecture, Prompt Engineering.

๐Ÿ›ก๏ธ AI-AnamolyDetector

AI Output Anomaly Detector & Learning System that improves AI responses via Human Feedback.

  • Core Innovation: Features a Semantic Learning Loop and real-time A/B comparison for continuous model refinement.
  • Tech Stack: LLM Intent Classification, Semantic Routing.

End-to-End ML Pipeline identifying Indo-Pakistani food from images with dynamic recipe generation.

  • Core Innovation: Automated data processing and model versioning.
  • Tech Stack: TensorFlow, MLflow, Apache Airflow, MongoDB, Docker.

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Driven by curiosity, building AI for the real world.

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