Muhammad (Ali) S.
Senior AI/ML Engineer
Experience
Senior AI/ML Engineer
46 Bytes
- Designed and deployed LLM-powered automation systems with OpenAI & Llama2 for enterprise use cases.
- Built RAG pipelines using LangChain, LangGraph, and Qdrant for knowledge-driven chatbots.
- Created containerized AI microservices with FastAPI/Flask + Docker for scalable deployment.
- Implemented agentic workflows for multi-step reasoning and automated decision-making.
- Integrated Azure Document Intelligence to optimize document ingestion and workflow automation.
- Developed transcription & diarization pipelines using Whisper and custom NLP models.
- Shipped high-impact MVPs/POCs that helped clients adopt AI automation across workflows.
AI Engineer
Ashlar Global
- Led backend development with Python and TypeScript for AI-driven products.
- Built agentic chatbots, RAG systems, and orchestration logic using LangGraph.
- Delivered ETL, data cleaning, and NLP pipelines for large-scale operations.
- Performed unit and integration testing, improving the reliability of AI services.
- Worked with MongoDB, PostgreSQL, and MySQL in scalable backend architectures.
Summary
Senior AI Engineer with 6+ years of experience building production-grade LLM systems, RAG pipelines, agentic workflows, and AI automation platforms. Specialized in Python, FastAPI, NestJS, LangChain, LangGraph, OpenAI, Llama2, and vector databases.
I design and ship scalable AI microservices, intelligent agents, and enterprise automations using LLMOps best practices, containerized infrastructure, and cloud-native deployments (AWS/Azure/GCP).
Strong track record delivering AI-powered products, including chatbots, copilots, transcription systems, agentic decision engines, and knowledge automation tools. Focused on reliability, modular architecture, and measurable business impact.
Languages
Education
FAST NUCES
Bachelor of Science in Electrical Engineering · Electrical Engineering · Pakistan
Certifications & licenses
Generative Al with Large Language Models
Supervised Machine Learning: Regression and Classification
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