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Roles & Jobs Dossier
AI/ML Dev

AI Researcher & Systems EngineerAI Researcher & Systems Engineer

AI implementation, parameter-efficient LLM parsing, pgvector RAG, and cost-optimized production AI systems.AI implementation, parameter-efficient LLM parsing, pgvector RAG, and cost-optimized production AI systems.

Target Roles:AI Researcher & Systems EngineerMLOps & Pipeline EngineerData Systems ArchitectDevOps & Cloud Engineer

SPECTRUM & SERVICESCAKUPAN ROLE & LAYANAN

Services & Core Tech StackLayanan & Stack Teknologi Utama

AI & ML ServicesLayanan AI & ML

  • Deep LearningCognitive AI & decision state modeling
  • Cost-Optimized RAG ArchitecturesLRU semantic caches & heuristic filters for 60%+ LLM cost savings
  • MLOps & Pipeline EngineeringAutomated model training, deployment & experiment tracking
  • AI Tech Strategy & ResearchAI system architecture consulting

CORE TECH STACKSTACK TEKNOLOGI

Technologies, frameworks, and methodologies applied in this role:Teknologi, framework, dan metodologi yang diterapkan pada role ini:

Deep LearningRAG & LLMPythonPyTorchVector DBLLM APIsData EngineeringDocker

PORTFOLIO PROOF & LIVE WEBSITESBUKTI PORTOFOLIO & DIRECT LINK LIVE WEB

See My Work in Action: Direct Live AccessKarya & Website Live Terkait Peran Ini

Production Live

Resumix AI — Private Candidate Screening PlatformResumix AI — Platform Seleksi Kandidat Privat

AI candidate screening platform built to analyze resumes, reduce screening latency, and rank candidates using Next.js 14, Express, Redis, and LLM APIs.Platform seleksi kandidat berbasis AI untuk menganalisis resume, memotong latensi skrining, dan memeringkat kandidat menggunakan Next.js 14, Express, Redis, dan LLM API.

Production Live

Maestro — Intelligent Tutoring SystemMaestro — Sistem AI Tutor Adaptif

Adaptive AI tutoring platform built to personalize student learning paths in real-time and deliver study Q&A using Flutter Web, Riverpod, Reinforcement Learning, and LLM APIs.Platform AI tutor adaptif untuk mempersonalisasi jalur belajar siswa secara real-time dan menyajikan tanya-jawab materi menggunakan Flutter Web, Riverpod, Reinforcement Learning, dan LLM API.

Open Source

GeoSchema Bot — Spatial Data Mining & B2B Lead Intelligence EngineGeoSchema Bot — Engine Data Mining Spasial & Lead Intelligence B2B

Google Maps spatial data scraper Chrome extension built to collect B2B lead data and export to Parquet or Excel using TypeScript, Chrome MV3, React 18, and Leaflet.js.Ekstensi Chrome pengumpul data lokasi Google Maps untuk mengotomatisasi pencarian prospek bisnis (B2B leads) dan mengekspor data ke Parquet/Excel menggunakan TypeScript, Chrome MV3, React 18, dan Leaflet.js.

Open Source

BI Analytics & Financial Operational SystemBI Analitik & Sistem Operasional Keuangan

BI analytics dashboard and financial management system built to forecast vehicle sales and visualize transaction metrics using Next.js 15, PostgreSQL Star Schema, Redis, and Python Machine Learning.Dashboard BI dan sistem manajemen keuangan untuk memprediksi penjualan kendaraan dan memvisualisasikan data transaksi menggunakan Next.js 15, PostgreSQL Star Schema, Redis, dan Python Machine Learning.