Fariz Al Mustaqim

AI Engineer

Menghadirkan solusi AI yang dapat diskalakan—NLP, Computer Vision, dan LLM— dengan fokus pada kemudahan operasional, reliabilitas, dan dampak bisnis.

Lihat Projek Hubungi Saya
Foto Fariz Al Mustaqim

Tentang Saya

Saya adalah AI Engineer dengan pengalaman 2+ tahun membangun dan mengoperasikan sistem AI end‑to‑end. Keahlian: arsitektur microservice FastAPI, integrasi LLM & RAG (Qdrant/Elasticsearch), dan optimisasi inferensi (quantization, distillation).

Rekam jejak: agen modular (OCR Correction, Daily Summary, Analytical, Conversational), sentiment API production (gRPC + monitoring/logging), fine‑tuning Qwen3‑0.6B untuk ringkasan Bahasa Indonesia, dan pipeline CV (OpenCV/YOLO) untuk analitik audiens.

FastAPIQdrantElasticsearch TransformersPyTorchOpenCV LLM/RAGDocker

Pengalaman Kerja

AI Engineer — PT. Nestech Group (Binokular Media Utama)

Yogyakarta • Feb 2023 – Sekarang
  • Merancang & menerapkan AI Agent modular (FastAPI) untuk otomasi dokumen, monitoring media, konten, dan pelaporan.
  • SEO Content Agent (multibahasa) dan Daily Summary Agent (laporan tren).
  • Integrasi Qdrant + RAG untuk pencarian semantik & analitik.
  • Fine‑tuning Qwen3‑0.6B (ringkas Bahasa Indonesia), sentiment API production (gRPC, monitoring/logging).
  • Optimisasi resource (quantization, distillation), OCR + CV (OpenCV/YOLO) untuk analitik audiens.
  • Sentiment API production (gRPC, monitoring/logging).

Freelancer — Upwork

Remote (Netherlands) • Mei 2025 – Sekarang
  • Delivery microservice FastAPI & solusi AI production untuk e‑commerce, konten, dan analitik.
  • Custom AI agent untuk SEO content automation (multibahasa), chat history analytics API, recipe/content agent.
  • Integrasi FastAPI + MySQL + cloud deployment; otomasi workflow.

Freelance AI Engineer — PT. Cloufina Nata Karya

Yogyakarta • Sep 2024 – Jun 2025
  • Face login liveness detection (multi‑faktor) di FastAPI untuk keamanan & anti‑spoofing.
  • Customer scoring engine & RAG document insight chatbot (FastAPI + Qdrant/Elasticsearch).
  • Hotel FAQ/booking chatbot (latensi rendah, pengalaman lebih baik).

Jr. Data Scientist — PT. Central Artificial Intelligence

Jakarta • Agu 2022 – Des 2022
  • Model rekomendasi konten (Bisa AI Academy) untuk engagement & discovery.
  • Chatbot Botpress & integrasi API model ML client‑server.

Projek Terpilih

Omniguard Agent (Multi‑Agent)

Modular 9‑agent suite; includes SEO content generation, daily summaries, and OCR correction—unified under a production‑ready multi‑agent orchestration.

CrewAIOllamaPostgreSQLQdrantElasticsearch

Sentiment Analysis API

Production sentiment‑analysis API using Transformers (gRPC + monitoring/logging), low‑latency, multilingual.

TransformersgRPCFastAPI

News Category Classifier

News category classification: multi‑topic (e.g., business, sports, technology).

NLPText ClassificationgRPCTransformers

n8n Data Insight Automation

Analytics automation: AI chatbot integrated with internal services to derive insights from Qdrant data (multi‑step workflow).

n8nFastAPIQdrant

RAG Document Insight Chatbot

Document‑aware conversational assistant (RAG) for fast, accurate answers.

FastAPIQdrantElasticsearch

Face Liveness Detection

Secure authentication with multi‑factor verification; reduces spoofing.

OpenCVDeep LearningFastAPI

Virtual Item Transaction System

Virtual‑item transaction system integrated with a payment gateway and WhatsApp chatbot for notifications/support—designed to follow platform policies and payment compliance.

FastAPIPayment GatewayWhatsApp

Keahlian

Bahasa & Framework

Python, FastAPI, JavaScript; PyTorch, TensorFlow, Transformers, OpenCV, YOLO.

Platform & Data

Qdrant, Elasticsearch, PostgreSQL/MySQL, Docker, gRPC, GitHub Actions.

Fokus

LLM/RAG, NLP, Computer Vision, Agentic systems, Model optimization (quantization, distillation).

Pendidikan & Organisasi

Kontak

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