RFRaden Faqih
Raden Faqih
Open to collaborate

Raden Ahnaf Faqih Shaimy

AI Engineer
Data Scientist
Tech Enthusiast
Jakarta, Indonesia

Building AI systems that transform data into real business impact.

AI Engineer specializing in LLM applications, RAG systems, multi-agent systems, and data-driven solutions from prototype to production deployment.

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Years Experience
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Projects Delivered
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AI Tools Built

My Intro

About Me

Who I Am

I'm an AI Engineer and Data Scientist focused on building intelligent systems that turn raw data into real business value. With 10+ years of experience, I've delivered 20+ projects ranging from enterprise AI applications to data-driven analytics solutions.

What I Do

I specialize in LLM applications, RAG systems, and multi-agent systems, designing and shipping end-to-end AI solutions from initial prototype to production deployment. My work spans the full pipeline: data ingestion, model development & evaluation, API deployment, and production monitoring.

Focus Areas

Agentic AIMachine LearningData AnalyticsKnowledge Management SystemBusiness Intelligence

Skills

AI & Machine Learning

Machine LearningDeep LearningNLPLLMRAGAgentic AIFine-TuningScikit-LearnPrompt EngineeringTensorFlowPyTorch

Programming

PythonSQLJavaScriptTypeScriptPHPC++

Frameworks & Libraries

FastAPIFlaskDjangoStreamlitLangChainLangGraphPandasNumPyPyQt

Database

PostgreSQLMySQLBigQueryMongoDBElasticsearchRedis

Data Visualization

TableauMetabaseLookerRedashMatplotlibPlotly

Big Data & Cloud

Apache SparkHadoopHiveGoogle Cloud PlatformMicrosoft Azure

DevOps & Infrastructure

DockerGitHubGitLabGitHub ActionsCI/CDLinux

Career

Experience

PT Telkom Indonesia (Persero) Tbk

Jakarta, Indonesia

Aug 2016 — Present

AI Engineer

Tribe Digital Solutions

Sep 2024 — Present
  • Develop, fine-tune, and maintain machine learning models for tasks such as natural language processing, computer vision, recommendation systems, and predictive analytics
  • Integrate AI models with APIs and applications using frameworks such as FastAPI, Flask, or Streamlit to create end-user solutions
  • Collaborate with cross-functional teams (data scientists, engineers, and product owners) to translate business problems into AI-driven solutions

Lead Data Scientist

Tribe Logistics and Agriculture

Sep 2021 — Sep 2024
  • Lead and mentor a multidisciplinary data team consisting of data engineers, data analysts, and data scientists to deliver high-impact, data-driven initiatives
  • Define the data strategy and roadmap to align analytics and AI initiatives with organizational goals for efficiency and revenue growth
  • Collaborate with business stakeholders to identify opportunities where data can optimize operations, reduce costs, and create new revenue streams

Data Scientist

Telkom Big Data

Aug 2016 — Sep 2021
  • Collect, process, and analyze large-scale datasets from multiple sources to generate actionable insights that support strategic and operational decision-making
  • Develop predictive and prescriptive models using statistical methods and machine learning techniques to improve efficiency and optimize business processes
  • Uncover new revenue streams by leveraging data analytics to identify untapped market opportunities, customer behavior patterns, and product enhancements

PT GEO Enviro Omega

Jakarta, Indonesia

Mar 2016 — Jul 2016

Software Engineer

Mar 2016 — Jul 2016
  • Design, develop, and maintain web applications using Python Django framework to support disaster monitoring and management operations for BPBD DKI Jakarta
  • Develop interactive geospatial dashboards and mapping tools to assist the command and control center (Pusdalops) in decision-making and response coordination
  • Provide training and technical support for BPBD staff to effectively utilize the developed application in disaster monitoring and response

PT RHB Asset Management Indonesia

Jakarta, Indonesia

Apr 2014 - Mar 2016

IT Operations Support

Apr 2014 - Mar 2016
  • Provide day-to-day technical support to end-users across the organization, resolving software, hardware, and connectivity issues
  • Manage and maintain company websites and in-house applications to support internal business processes and operational efficiency
  • Procure, configure, and deploy IT Products including servers, workstations, networking devices, and communication tools to meet organizational needs
  • Support Disaster Recovery Plan (DRP) and Business Continuity Plan (BCP) by implementing procedures, testing recovery scenarios, and ensuring readiness for critical events
  • Maintain IT documentation including system configurations, project records, and operational procedures

Research Consortium (RC) OPPINET ITB

Bandung, Indonesia

Nov 2010 - Apr 2014

Research Assistant & Software Developer

Nov 2010 - Apr 2014
  • Conduct applied research in mathematical modeling to address real-world challenges in the oil and gas industry, such as pipeline leak detection and multiphase fluid flow simulation in inclined pipes
  • Collaborate with academic supervisors and industry partners to align research objectives with practical industry needs
  • Develop desktop software applications using Python and Qt framework to visualize and interact with simulation results

Featured Work

Projects

Enterprise Knowledge AssistantRAG & AI

Enterprise Knowledge Assistant

Chatbot internal perusahaan berbasis RAG untuk pencarian informasi dokumen dan knowledge base.

PythonLangChainElasticsearchFastAPI+1
Customer Complaint ClusteringNLP

Customer Complaint Clustering

Sistem analisis keluhan pelanggan menggunakan NLP dan clustering otomatis.

PythonScikit-LearnBERTopicPandas
Executive Dashboard AnalyticsData Analytics

Executive Dashboard Analytics

Dashboard KPI untuk monitoring performa bisnis secara real-time.

SQLPythonPower BITableau
Multi-Agent Research AssistantAI Agents

Multi-Agent Research Assistant

Sistem AI Agent yang dapat melakukan riset otomatis dari berbagai sumber data.

LangGraphLangChainOpenAIFastAPI
Enterprise Knowledge AssistantRAG & AI

Enterprise Knowledge Assistant

Chatbot internal perusahaan berbasis RAG untuk pencarian informasi dokumen dan knowledge base.

PythonLangChainElasticsearchFastAPI+1
Customer Complaint ClusteringNLP

Customer Complaint Clustering

Sistem analisis keluhan pelanggan menggunakan NLP dan clustering otomatis.

PythonScikit-LearnBERTopicPandas
Executive Dashboard AnalyticsData Analytics

Executive Dashboard Analytics

Dashboard KPI untuk monitoring performa bisnis secara real-time.

SQLPythonPower BITableau
Multi-Agent Research AssistantAI Agents

Multi-Agent Research Assistant

Sistem AI Agent yang dapat melakukan riset otomatis dari berbagai sumber data.

LangGraphLangChainOpenAIFastAPI
Enterprise Knowledge AssistantRAG & AI

Enterprise Knowledge Assistant

Chatbot internal perusahaan berbasis RAG untuk pencarian informasi dokumen dan knowledge base.

PythonLangChainElasticsearchFastAPI+1
Customer Complaint ClusteringNLP

Customer Complaint Clustering

Sistem analisis keluhan pelanggan menggunakan NLP dan clustering otomatis.

PythonScikit-LearnBERTopicPandas
Executive Dashboard AnalyticsData Analytics

Executive Dashboard Analytics

Dashboard KPI untuk monitoring performa bisnis secara real-time.

SQLPythonPower BITableau
Multi-Agent Research AssistantAI Agents

Multi-Agent Research Assistant

Sistem AI Agent yang dapat melakukan riset otomatis dari berbagai sumber data.

LangGraphLangChainOpenAIFastAPI
Enterprise Knowledge AssistantRAG & AI

Enterprise Knowledge Assistant

Chatbot internal perusahaan berbasis RAG untuk pencarian informasi dokumen dan knowledge base.

PythonLangChainElasticsearchFastAPI+1
Customer Complaint ClusteringNLP

Customer Complaint Clustering

Sistem analisis keluhan pelanggan menggunakan NLP dan clustering otomatis.

PythonScikit-LearnBERTopicPandas
Executive Dashboard AnalyticsData Analytics

Executive Dashboard Analytics

Dashboard KPI untuk monitoring performa bisnis secara real-time.

SQLPythonPower BITableau
Multi-Agent Research AssistantAI Agents

Multi-Agent Research Assistant

Sistem AI Agent yang dapat melakukan riset otomatis dari berbagai sumber data.

LangGraphLangChainOpenAIFastAPI
Enterprise Knowledge AssistantRAG & AI

Enterprise Knowledge Assistant

Chatbot internal perusahaan berbasis RAG untuk pencarian informasi dokumen dan knowledge base.

PythonLangChainElasticsearchFastAPI+1
Customer Complaint ClusteringNLP

Customer Complaint Clustering

Sistem analisis keluhan pelanggan menggunakan NLP dan clustering otomatis.

PythonScikit-LearnBERTopicPandas
Executive Dashboard AnalyticsData Analytics

Executive Dashboard Analytics

Dashboard KPI untuk monitoring performa bisnis secara real-time.

SQLPythonPower BITableau
Multi-Agent Research AssistantAI Agents

Multi-Agent Research Assistant

Sistem AI Agent yang dapat melakukan riset otomatis dari berbagai sumber data.

LangGraphLangChainOpenAIFastAPI
Enterprise Knowledge AssistantRAG & AI

Enterprise Knowledge Assistant

Chatbot internal perusahaan berbasis RAG untuk pencarian informasi dokumen dan knowledge base.

PythonLangChainElasticsearchFastAPI+1
Customer Complaint ClusteringNLP

Customer Complaint Clustering

Sistem analisis keluhan pelanggan menggunakan NLP dan clustering otomatis.

PythonScikit-LearnBERTopicPandas
Executive Dashboard AnalyticsData Analytics

Executive Dashboard Analytics

Dashboard KPI untuk monitoring performa bisnis secara real-time.

SQLPythonPower BITableau
Multi-Agent Research AssistantAI Agents

Multi-Agent Research Assistant

Sistem AI Agent yang dapat melakukan riset otomatis dari berbagai sumber data.

LangGraphLangChainOpenAIFastAPI

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Speaking

Talks & Workshops

Situation Room Data Architecture at Kemensetneg

2026

Workshop Dashboard Sitroom Badan TDI Kementerian Sekretariat Negara 2026

Data ArchitectureOSINT Data AcquisitionETL with Apache NiFi & AirflowData Ingestion & StorageData Preprocessing & ValidationDatamart & VisualizationPipeline Scheduling & Monitoring

AI Engineer Starter Pack - Skills, Tools, and Tips

2025

Webinar AI Connect IndigoHub Bandung: AI Skill-Up 2025

Slides
AI Engineer RoadmapEssential SkillsTools & TechnologiesCareer Development

Data Science Mentoring: Python, SQL, Statistics & Machine Learning

2021

Telkom Athon #2 2021

Python for Data ScienceSQL & Data QueryingStatistics FundamentalsExploratory Data AnalysisMachine Learning Basics

Understanding Your Customer Better with Big Data Analytics

2020

Innovation Day Telkom 2020

Big Data for Customer IntelligenceData-Driven Decision MakingCustomer AnalyticsCustomer SegmentationProduct Recommendation

Big Data Analytics at Pegadaian

2020

Data Science Summit Telkom 2020

Big Data in Financial ServicesData-Driven Business StrategyCustomer Behavior AnalyticsCustomer Segmentation

Social Network Analytics

2019

Data Science Summit Telkom 2019

Network Structure & TopologyNetwork Metrics & Centrality MeasuresSocial Network VisualizationInfluencer & Node AnalysisCommunity Detection

Credit Scoring with Machine Learning: A Big Data Approach at BRI

2018

Data Science Summit Telkom 2018

Credit ScoringMachine LearningBig Data AnalyticsFeature EngineeringFinancial Risk Modeling

Big Data & Social Media Analytics Training for FISIPOL UGM

2018

Department of Politics and Government, FISIPOL UGM 2018

Big Data FundamentalsData CrawlingSocial Media AnalyticsText Mining & NLPData Visualization

Leveraging Telco Data for Predictive Risk Scoring

2017

Innovation Day Telkom 2017

Telco Data AnalyticsFeature Engineering from Telco DataPredictive Risk ScoringData-Driven Decision Making

Get in Touch

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