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agfianf/README.md

Hi I'm Agfian

Gmail LinkedIn About Me

AI Engineer and Software Engineer from Indonesia with 4+ years of experience. I'm a self-learner who thrives on exploration and continuous growth. I love building AI and Machine Learning systems, especially in Computer Vision. I've applied AI solutions in Agriculture, Aquaculture, and Satellite imaging.

  • 🔭 Currently working as an AI Engineer (Remote)
  • 🌱 Currently Learning MLOps (DevOps), LLMs, and Rust
  • 💼 Experienced in end-to-end AI inference optimization and MLOps integration

Main Technologies

Another Tech

ClearML | ONNX | FiftyOne | Pytorch Lightning | TensorRT | Triton Inference Server | Edge Impulse | PostGIS | Streamlit | Gradio | CVAT

Projects

Category Title Description
Computer Vision Color Correction This package is designed to perform color correction on images using the Color Checker Classic 24 Patch card. It provides a robust solution for ensuring accurate color representation in your images.
Backend FastAPI Auth Service Auth Service is a microservice responsible for handling user authentication, authorization, and role-based access control (RBAC) in a distributed system.
MLOps, Computer Vision Template Ultralytics ClearML A robust, reproducible template for training Ultralytics YOLOv8/YOLO11 models with full ClearML integration. This project enables experiment tracking, dataset management, model registration, and remote execution, supporting multiple data sources and advanced data filtering.
Backend Reverse Geocode Reverse Geocode is an API that takes latitude and longitude as input and returns the corresponding address (Kecamatan/District, Kabupaten/Regency, Provinsi/Province, and Country).

My Latest Blog Posts

I write about software engineering, programming, and AI. Please check out my latest blog posts, give some feedback. Any feedback is appreciated 😄

Category Title
DevOps Hands On Auto Scaling FastAPI with Kubernetes
DevOps Hands-on FastAPI Simple Deployment with Kubernetes
DevOps Hands-On Self Hosted Gitlab CI/CD with Terraform
DevOps Hands-On Running Simple Job using Jenkins
DevOps Hands On Setup NGINX with multiple instance using Terraform
DevOps Hands On Setup NGINX with Ansible
Backend Optimizing Satellite Maps: Efficiently Rendering 700K++ Object Polygons and Their Attributes
DevOps Hands-On Monitoring & Alerting with Node Exporter, Prometheus, and Grafana Dashboards
Backend Monitoring fastapi with RED Metrics

Pinned Loading

  1. color-correction color-correction Public

    help to do color correction on images based on color checker card classic 24 patch.

    Python 6

  2. template-yolov8-clearml template-yolov8-clearml Public

    a template for doing training yolo ultralytics with custom clearml integrations

    Python 2

  3. fastapi-RED-metrics fastapi-RED-metrics Public

    implement RED metrics in fastapi integrate with Prometheus and Grafana

    Python 39 6

  4. fastapi-2fa-minimal fastapi-2fa-minimal Public

    Minimal Implementation FastAPI for MFA (2FA) using pyotp and qrcode

    Python 3

  5. todo-app-rust todo-app-rust Public

    A Todo application built to learn Rust, designed with extensive comments for clarity, and featuring a comparison to FastAPI implementation.

    Rust 1

  6. python-logger-monitoring python-logger-monitoring Public

    Show simple setup to log your python app, and monitoring that using grafana, loki, and promtail

    Python 2