Hi, I'm Azmath Ahmed (he/him) 👋

Cloud & DevOps Engineer · AI/ML Enthusiast · Full Stack Developer
I build scalable systems, automate everything, and ship intelligent apps.

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🚀 What I’m about

• Designing scalable, cloud-native platforms and reliable CI/CD pipelines
• Containerization, orchestration, and DevOps automation
• Exploring AI/ML to bring intelligence into apps
• Open to collaborating on Cloud, DevOps, and full‑stack projects

📬 Reach me: [email protected] · LinkedIn

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🛠️ Tech I like working with

• Cloud & DevOps: AWS, Kubernetes, Docker, Terraform, GitHub Actions
• Languages: Java, Python, JavaScript, Bash
• Platforms/Tools: Linux, Apache Tomcat

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🤖 AI, Automation, and Generative Media

• Agent creation & automation

  • Tool-using and multi-agent systems (LangChain/LangGraph, AutoGen, CrewAI) with function calling/tools
  • Workflow automation with n8n/Zapier; schedulers, scrapers (Playwright), enrichment, notifications
  • DevOps/SRE agents: runbook automation for AWS/Kubernetes/Terraform, alert triage, on-call helpers
  • Integrations: Slack, Discord, GitHub, JIRA, Gmail, Notion, Google Drive, REST/GraphQL APIs

• Image creation

  • SDXL/Flux pipelines (ComfyUI/Invoke): text-to-image, in/outpainting, ControlNet, IP-Adapter, style transfer
  • Upscaling/cleanup (Real-ESRGAN), background removal, batch asset packs (thumbnails, icons, mockups)

• Video generation

  • Text-to-video / image-to-video with Pika, Runway, Luma Dream Machine, Stable Video Diffusion (where available)
  • Animation/motion: AnimateDiff, Deforum; scene stitching, captions/subtitles
  • Avatars & lip-sync (Wav2Lip, SadTalker) + voiceover (ElevenLabs, XTTS)
  • Auto-editing and packaging with ffmpeg/Auto-Editor

• AI web‑series pipeline

  • Concept → script → storyboard → shot list → asset generation → voiceover → edit → publish
  • Episode scheduling, prompt/version management, reuse of characters/worlds

• Chatbots & RAG

  • Domain chatbots with retrieval over PDFs, websites, and code
  • Vector search: Pinecone, Qdrant, pgvector/FAISS; eval, guardrails, analytics dashboards

• Data/ML Ops

  • Fine-tuning/LoRA for LLMs and diffusion models; experiment tracking (W&B/MLflow)
  • Serving/inference: FastAPI, Docker, KServe; monitoring: Prometheus/Grafana
  • Pipelines: Airflow/Prefect; labeling: Label Studio; transcription: Whisper

• Models & providers

  • Open-source: Llama, Mistral, SDXL/Flux, Whisper
  • Managed APIs: OpenAI, Anthropic, Google, Cohere, Stability AI, Luma (as available)

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💻 Full‑Stack Development

• Frontend: React, Next.js, TypeScript, Tailwind CSS
• Backend: Node.js (Express/NestJS), Python (FastAPI/Flask), Java (Spring Boot)
• APIs & auth: REST/GraphQL, WebSockets, OAuth2/OIDC, JWT, RBAC
• Databases: PostgreSQL, MySQL, MongoDB; ORM: Prisma/SQLAlchemy/Hibernate
• Caching/queues: Redis, Kafka/RabbitMQ; file/object storage: S3
• Testing & quality: Jest, Pytest, Playwright; clean architecture & best practices

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☁️ Cloud & DevOps (for productionizing all the above)

• AWS: EKS/ECS, Lambda, S3, RDS, CloudFront; IaC: Terraform
• Containers & K8s: Docker, Helm, Argo CD; CI/CD: GitHub Actions
• Observability & security: OpenTelemetry, ELK, Grafana; IAM, secrets (SSM/Vault), image scanning (Trivy)

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📌 Featured projects

• EKS Microservices Platform
  https://github.com/AZMATH-DOT/https-github.com-AZMATH-DOT-eks-microservices-platform
  Kubernetes-focused microservices playground on AWS EKS with containerized services.

• Tomcat Docker Example
  https://github.com/AZMATH-DOT/tomcat-docker-example
  Containerized Java/Tomcat app showcasing a simple Dockerized deployment.

• Docker Project
  https://github.com/AZMATH-DOT/Docker-project
  Assorted Docker experiments and examples.

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📊 GitHub stats

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🔎 Roles I’m open to

• AI Engineer / Agentic AI / Automation Engineer
• Generative Media (image/video) Engineer
• Full‑Stack Developer
• Cloud & DevOps Engineer

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💡 Fun fact: If it can be automated, I probably will.