AVAILABLE FOR STRATEGIC CONSULTING

I Lead Data Science Teams, Build AI, and Educate in
DS, AI & NLP.

Head of Data Science at NoLimit Indonesia · AI & NLP Engineer
Data Science Mentor at leading tech academies.

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Fahmi

Fahmi AI

Online

Hello! I'm Muhammad's AI persona. How can I help you today?

2:41 PM
Muhammad Fahmi
5+Years Experience

Professional Biography

I’m Fahmi, an AI Leader and Data Scientist specializing in NLP, predictive modeling, and applied AI systems. Currently leading data science teams at NoLimit Indonesia, I focus on building scalable AI solutions that drive real business outcomes.

Alongside my industry work, I am passionate about educating and mentoring data professionals. I’ve trained and mentored 7,000+ learners, including through corporate training programs, using practical, project-based approaches aligned with real-world needs.

Team Lead

Managing cross-functional engineering squads.

Educator

Curriculum design for AI & Learning.

Experience

HEAD OF DATA SCIENCE

APR 2022 - PRESENT

NOLIMIT INDONESIA

BANDUNG, INDONESIA

Currently leading the data science team (Jul 2024 - Present) in managing AI & NLP projects like Sentiment Analysis, NER, and Chatbots. Previously served as a Data Scientist (Apr 2022 - Jul 2024) implementing AI pipelines with RAG and Deep Learning frameworks.

nolimit.id

FREELANCE TRAINER & MENTOR

JAN 2019 - PRESENT

FREELANCE

REMOTE & SEASONAL

Delivered 350+ training sessions on AI, Machine Learning, and NLP for professionals and corporate clients like Bank Danamon, Toyota, PLN, and Freeport. Built and delivered AI Programming & Data Science curricula for Bootcamps and Job Ready programs, creating hands-on modules on AI model development, NLP applications, and end-to-end AI projects.

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Portfolio

Strategic Data & AI Projects

A curated selection of enterprise-grade NLP, predictive modeling, and AI automation solutions delivered for high-scale environments.

Data Engineering

Real-Time NLP Platform with Kafka & Event-Driven Architecture

The Challenge

Respons terhadap opini publik sangat bergantung pada ketepatan waktu. Informasi yang terlambat membuat keputusan menjadi kurang relevan. Pendekatan laporan periodik menyebabkan isu baru teridentifikasi saat situasi sudah berkembang.

The Impact

Visibilitas situasi publik meningkat secara real-time, pengambilan keputusan menjadi lebih proaktif, dan risiko eskalasi isu dapat ditekan lebih awal. Sistem tetap stabil meski terjadi lonjakan traffic mendadak.

PythonApache KafkaFastAPIRedisElasticsearchDocker
Jutaan data per hari dari multiple API sources dengan lonjakan percakapan mendadak yang berpotensi membebani worker.DETAIL
Data Engineering

Automated Report Generation with LLM & Constrained Reasoning

The Challenge

Laporan operasional harian perlu dikirim ke klien dalam format presentasi, namun proses penyusunan masih manual. Menggunakan template statis tidak fleksibel terhadap variasi data, sementara penggunaan LLM bebas menghasilkan format tidak konsisten dan angka tidak terkontrol (hallucination).

The Impact

Analist fokus pada interpretasi, bukan penulisan laporan. Laporan harian dapat dihasilkan otomatis dan konsisten, integrasi langsung dengan Dashboard/Product, dan waktu pembuatan report berkurang drastis dari jam menjadi menit.

PythonApache AirflowLLM APILangChainCustom Report GeneratorPPT/PDF
Ratusan report per bulan dengan berbagai format dan kompleksitas data.DETAIL
Data Engineering

MLOps Auto-Retrain with Drift Detection & Auto Evaluation

The Challenge

Performa model di produksi menurun seiring perubahan data meskipun akurasi metric terlihat stabil. Label ground truth sering terlambat (delayed feedback), membuat deteksi drift akurasi menjadi sulit. Retrain berkala (schedule-based) tidak mengikuti realitas - kadang boros saat data stabil, atau terlambat saat data berubah drastis.

The Impact

Model tetap relevan tanpa monitoring manual, mengurangi risiko penurunan performa, update model lebih aman dan cepat, serta efisiensi resource karena hanya retrain saat benar-benar diperlukan.

PythonApache AirflowMLflowDockerFastAPIDrift Detection
Ribuan sampel baru per minggu untuk continuous monitoring dan drift detection.DETAIL
Data Engineering

Multi-Source Web Data Collection Pipeline

The Challenge

Tim data dan analytics membutuhkan data dari berbagai sumber publik (e-commerce, news portal, image repositories) untuk analisis market research, sentiment monitoring, dan content aggregation. Pengumpulan manual tidak scalable dan rawan error.

The Impact

Framework mengurangi waktu collection dari hari menjadi jam, meningkatkan data quality melalui validation layer, dan mendukung penambahan data source baru dengan minimal code changes.

PythonSeleniumPandasBeautifulSoupDockerCSVParquet
Puluhan hingga ratusan ribu records dari multiple sources (Shopee reviews, Kompas articles, Unsplash images).DETAIL
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Education & Mentoring

Membentuk Masa Depan Talenta AI Indonesia

Mengajar bagi saya adalah cara untuk memastikan industri tech di Indonesia memiliki talenta yang tidak hanya paham teori, tapi siap pakai di level produksi.

Dengan pengalaman lebih dari 350 sesi training, saya fokus pada pengajaran AI Programming, Machine Learning, dan NLP berbasis project nyata.

350+
Training Sessions
7,000+
Students & Professionals
20+
Corporate Clients
10+
Academic Partners
Online Teaching Session
Online Masterclasses
Offline Workshop
Offline Workshops
Mentoring Session
Job-Ready Focus

Program Mentoring Utama

  • Freelance Trainer & MentorMengajar dan mentoring secara freelance untuk Data Science & AI di berbagai platform dan perusahaan.
  • Corporate TrainerMembawakan 350+ sesi training AI & ML untuk klien seperti Bank Danamon, Toyota Astra Motor, Freeport, dan PLN.
  • Kampus MerdekaMentor AI & Data Science di Skilvul x IBM, Binar Academy, dan Startup Campus untuk ribuan mahasiswa.
  • Academic InstructorPemateri tamu dan instruktur di berbagai universitas ternama seperti UI, UGM, IPB, dan Atma Jaya.
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Whether you have a strategic business problem to solve, a team that needs training, or just want to discuss the latest in AI — my inbox is always open.

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