Profile picture
Muhammad Salman Al Farisy
Email
salmanfarisy2023@gmail.com
Location
Jambi, Indonesia
LinkedIn
WhatsApp
+6282235173188
SUMMARY

Results-driven AI & Full-Stack Web Developer specializing in building intelligent automation systems and high-performance AI-powered web applications. Expert in developing autonomous AI agents using n8n, Retrieval-Augmented Generation (RAG), and advanced API integrations, while crafting seamless user experiences with Next.js and modern web technologies.

Skilled in architecting scalable applications that translate complex AI models into practical business solutions, from robust backend infrastructures using Supabase to minimalist, high-conversion frontends. Focused on delivering efficient, reliable, and impactful systems that bridge the gap between advanced automation and real-world digital workflows.

Skills
AI Agent|LLM Engineering|Web Development|Deep Learning|Machine Learning
PROFESSIONAL EXPERIENCE

AI Engineer

Freelance
May 2025 – Present | Remote

Designed and deployed AI-powered chatbots and workflow automation using n8n, LLMs, and RAG pipelines.

  • •Circle K: Developed a financial analysis chatbot leveraging RAG + LLM integration the system automatically generated sales reports, performance summaries, and revenue insights, reducing manual reporting effort by 60%.
  • •Layana ID : Collaborated on an AI education suite focused on teachers — building an RPP Generator and AI Discussion Chat to assist in lesson planning and interactive teaching support. Integrated APIs (OpenAI, Gemini/PaLM, Supabase, Qdrant) to streamline workflows and reduce manual effort by 70%.

    • Full Stack Developer

    Dinas Komunikasi dan Informatika
    Oct 2025 – Present | Jambi
  • •Engineered and deployed high-performance, responsive web applications utilizing modern front-end frameworks such as Laravel or Next.js and Tailwind CSS for optimal UI/UX.
  • •Integrated advanced backend services and database architectures (e.g., Supabase, PostgreSQL) to manage dynamic content, secure user authentication, and enable real-time features.
  • •Managed end-to-end server deployment and infrastructure, including VPS configuration, secure environment setups, and automated domain management.
  • •Streamlined development workflows to deliver highly efficient, scalable digital solutions tailored to client specifications and business objectives.
    • PROJECTS

    Rumadara – AI Digital Biographer Platform⁠

    Full-Stack AI Developer | LLM Integration | WhatsApp Automation | Multimodal Architecture
  • •Engineered an end-to-end "Chat-to-Legacy" platform that acts as a personal digital biographer, enabling users to seamlessly preserve collective memories through a WhatsApp interface.
  • •Developed an intelligent conversational AI Agent capable of processing multimodal inputs (text, photos, and voice notes) to dynamically guide users in narrating the emotions and stories behind their moments.
  • •Architected a secure, multi-layered backend infrastructure to reliably process, store, and manage user assets for long-term archival preservation and a "Digital Twin Gallery".
  • •Bridged advanced LLM capabilities with automated messaging workflows, delivering a frictionless, highly accessible user experience without the need for a standalone application.

    • Berkah Catering Web Platform⁠

    Full-Stack Web App | E-Commerce Landing Page
  • •Developed a high-performance, responsive digital storefront for a local F&B business utilizing Next.js and Tailwind CSS, ensuring fast load times and an optimal user experience across devices.
  • •Integrated Supabase for dynamic content management, efficiently handling the database and cloud storage for product catalogs, pricing tiers, and site assets.
  • •Engineered a seamless lead-generation funnel by implementing dynamic WhatsApp API routing, allowing users to select specific catering packages and directly convert into actionable sales leads.
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  • •Result: Established a strong digital presence for the business and streamlined their customer ordering process, bridging modern web architecture with practical business needs.

    • AI Digital Biographer

    AI Agent | Multimodal Integration | Full-Stack Web App
  • •Architected an interactive AI platform designed to elicit, capture, and construct dynamic user narratives through natural conversational flows (implemented at Rumadara).
  • •Integrated complex multimodal LLM capabilities to seamlessly process, analyze, and store diverse user inputs, including raw text, uploaded photographs, and audio recordings.
  • •Built a robust backend infrastructure (utilizing Supabase and cloud storage) to securely handle multi-format media while maintaining strict contextual memory for personalized storytelling.
  • •Result: Delivered a highly engaging, interactive application that successfully synthesizes varied media formats into cohesive, user-driven digital stories.

    • AI Discussion Chat

    LLM | Education Agent | API Integration
  • •Built an AI Discussion Chat system for education (implemented at Layana ID) that delivers thematic discussions, guided responses, and structured learning explanations.
  • •The agent understands user context and generates pedagogical, easy-to-understand outputs for teachers and students.
  • •Integrated OpenAI, Gemini/PaLM, and Supabase for conversation storage, topic tracking, and workflow automation.
  • •Result: Improved teaching productivity and automated up to 70% of manual instructional tasks.
    • EDUCATION & TRAINING

    Ahmad Dahlan University

    Bachelor of Informatics | GPA : 3.77 / 4.0 (Cum Laude)
    Sep 2021 – Feb 2025 | Yogyakarta, Indonesia

    Indosat Ooredoo Hutchison Digital Camp

    Machine Learning Engineer
    Sep 2024 – Dec 2024 | Indonesia
  • •Enhanced data storytelling through advanced visualization techniques.
  • •Mastered Python and ML libraries (Pandas, NumPy, Scikit-learn).
  • •Built models for classification, clustering, and recommendation systems.
  • •Conducted model evaluation and optimization using hyperparameter tuning.

    • Bangkit Academy by Google, GoTo, Traveloka

    Machine Learning Path | Graduate
    Aug 2023 – Dec 2023 | Indonesia
  • •Completed comprehensive curriculum on machine learning fundamentals.
  • •Hands-on practice in data manipulation, visualization, and modeling.
  • •Improved teamwork, time management, and communication skills.
    • PUBLICATIONS
    Apr 2025
    HONORS & AWARDS

    Top 50 Product-Based Capstone Project⁠

    Bangkit Academy 2023 led by Google, Gojek, Tokopedia, & Traveloka
    Jan 2024
    CERTIFICATIONS & COURSES
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