Annas M.
Ai Ml Developer @Stixor
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WORK HISTORY
Ai Ml Developer @Stixor
Islāmābād, PK
Extensively worked on AI system for Saudi legal chatbot startup ’Malakah’.•Designed and deployed agentic contract drafter with a custom editing agent and self-reflection agent.• Developed evaluation pipeline for RAG-based chatbot; implemented model versioning, tracing, and governance using MLflow and Langfuse.• Employed LangChain, LangGraph, and LlamaIndex for orchestrating retrieval and generation workflows.• Worked with GCP and Vertex AI, used Docker for containerized AI deployments.• Developed backend APIs (sync and async) using FastAPI, integrated with MongoDB and SQL databases
EDUCATION
Brandenburgische Technische Universität Cottbus-Senftenberg
Master's degree, Artificial Intelligence
HITEC University
Bachelor of computer science, Machine learning
ABOUT ANNAS M.
AI Engineer with 3+ years experience in building production-ready AI systems. Currently pursuing my Master\'s in Artificial Intelligence at BTU Cottbus, Germany, while working on GenAI applications.I build high-performance GenAI systems from hybrid retrieval and computer vision to autonomous, end-to-end AI workflows.What I Do:Design & deploy AI systems with dynamic workflows and optimized contextual memoryBuild multi-agent frameworks using LangChain, LangGraph, CrewAI & AutogenOptimize LLM pipelines for production (prompt engineering, structured outputs, tool calling)Develop full-stack AI apps with FastAPI, React.js, and async workflowsCreate data preprocessing pipelines and ETL systems at scaleCore Expertise:NLP | Computer Vision | MLOps | Agentic AITech Stack :AI/ML Frameworks → LangChain, LangGraph, LlamaIndex, Autogen, CrewAI, PyTorch, TensorFlow, Hugging FaceMLOps & Monitoring → MLflow, Langfuse, Docker, CI/CD, Model MonitoringBackend & Development → Python, FastAPI, Flask, Asyncio, REST APIsData & Engineering → SQL, MongoDB, PySpark, ETL Pipelines, Power BI, TableauCloud & Deployment → Docker, API integration, GCP, AWSTop skills :Generative AI · LLMs · RAG · LangChain/LangGraph · Multi-Agent Systems · Python · Machine Learning · NLP · FastAPI · Vector Databases · Computer Vision · Object Detection · Prompt Engineering · Text-to-SQL · Agent Evaluation · Voice AI · Latency Optimization · React.js
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