About samad
Ex-Fractalite AI Engineer |Machine Learning Engineer | MLOps I’m a Machine Learning Engineer with 8+ years of experience in DevOps and ML system design. I specialize in building production-grade ML pipelines and LLM applications with modern stack: Built a DistilBERT-based QA system for financial documents using tokenizer span alignment, trained and deployed via SageMaker and MLflow. Developed RAG pipeline using Azure GPT-4 + Qdrant for intelligent error triaging. Deployed scalable endpoints with FastAPI, containerized with Docker, monitored via Airflow + CloudWatch. Strong DevOps background using Jenkins, Kubernetes, Cloudformation for reproducible environments. Hands-on with LLM function calling, vector databases, and modular model wrappers. Always open to innovative challenges in AI/ML platforms, LLMOps, or MLOps roles. Let's connect!
Key Skills
Experience
Machine Learning Engineer
CurrentNetsmart
Machine Learning Engineer
Fractal
Built a DistilBERT-based QA system for financial documents using tokenizer offset alignment, deployed via MLflow and SageMaker. Designed and deployed RAG pipeline using Azure GPT-4 + Qdrant for production error triaging. Developed FastAPI-based endpoints, containerized with Docker and deployed to SageMaker. Integrated LLM function calling with metadata-enhanced retrieval and fallback logic.
Ml Platform / Devops Engineer
Fractal
Education
Techno India 130
West Bengal University Of Technology, Kolkata
Bachelor Of Technology
West Bengal University Of Technology, Kolkata
Bachelor Of Technology
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Common Questions
What is samad's expertise?
samad specializes in ML Engineer - Bangalore, with expertise in amazon web services, artificial intelligence, aws cloudformation, aws codebuild, aws codepipeline.
Where is samad located?
samad is based in bangalore, karnataka, india.
How much experience does samad have?
samad has 9+ years of professional experience.
How can I contact samad?
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