New Microsoft Azure Cosmos DB Contributor

Engineer Systems That Scale Beyond the Horizon

Passionate about building high-quality software and AI/ML solutions. Clean architecture, scalable systems — from stream processing pipelines to intelligent AI agents.

25+
Articles on Medium
6+
Tech Domains
AI-first engineering — building intelligent, scalable systems
Backend AI / ML Cloud Native Data Engineering System Design

// Capabilities

Engineering
evolved

RAG SystemsLLM Tuning AI AgentsMCP

AI Engineering

Builds intelligent pipelines — RAG systems, fine-tuned LLMs, and MCP servers that bridge AI models with real-world data sources.

Apache FlinkKafka Real-TimeETL

Stream Processing

Designs event-driven architectures and real-time pipelines processing millions of events with exactly-once semantics.

MicroservicesKubernetes DistributedHLD/LLD

System Design

Architects scalable distributed systems — from high-level design to container orchestration across cloud platforms.

Spring BootFastAPI JavaPython

Backend Engineering

Builds robust REST APIs and microservices with Java Spring Boot and Python FastAPI — clean layered architecture, full test coverage, production-grade reliability.

Who I Am

~/ashfaq/profile.py
class SoftwareEngineer:
  def __init__(self):
    self.name = "Ashfaq"
    self.role = "Software Developer & System Engineer"
    self.languages = ["Java", "Python", "JavaScript", "Golang"]
    self.backend = ["Spring", "FastAPI", "Flask", "Express.js"]
    self.expertise = [
      "System Design (HLD & LLD)",
      "AI/ML (RAG, LLM Tuning, Agents, MCP)",
      "Stream Processing (Flink, Beam)",
      "Message Queues (Kafka, RabbitMQ)",
      "Container Orchestration (K8s, Docker)"
    ]
    self.databases = ["PostgreSQL", "MongoDB", "Redis", "Cosmos DB"]
    self.cloud = ["AWS", "GCP"]
    # Open source contributor @ Microsoft

I'm passionate about building high-quality software and AI/ML solutions that address real-world challenges. I enjoy collaborating with fellow developers and working with open-source tools to build scalable, efficient systems. I'm always exploring better ways to solve problems through clean architecture, thoughtful design, and continuous learning.

🏆
Official Open Source Contributor
Microsoft Azure Cosmos DB

Co-created the first-ever Python-based Model Context Protocol (MCP) servers for Azure Cosmos DB, enabling seamless AI agent integration with Microsoft's globally distributed database platform.

Microsoft Contributor Python MCP Protocol Open Source

How It All Connects

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Featured Work

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Technical
Writing

25+
Articles Published
2/wk
Publishing Frequency
Read on Medium
  • Artificial Intelligence & LLMs — RAG systems, prompt engineering, AI agents, fine-tuning
  • Stream Processing — Apache Flink, Kafka, real-time data pipelines
  • Software Engineering — Microservices, system design, best practices
  • Cloud & DevOps — Kubernetes, Azure, AWS, containerization
  • Model Context Protocol (MCP) — Building AI integrations and tool servers

Get In Touch