Open to opportunities

frendklien salmon

@frendklien

Applied AI developer building RAG, LLM, and AI automation systems with Python, FastAPI, OpenAI, and production-focused workflows.

Indonesia

Message

What I'm looking for

I’m looking for remote opportunities where I can build practical AI systems using Generative AI, RAG, LLMs, AI automation, Python, FastAPI, and API integrations. I’m especially interested in roles focused on reliable AI applications, backend AI systems, and production-oriented AI workflows

I build practical AI systems focused on Generative AI, Retrieval-Augmented Generation (RAG), AI automation, and LLM-powered applications.

My recent work includes developing a domain-specific AI consultation system that combines semantic routing, RAG, grounded retrieval, validation, fallback behavior, evaluation, and controlled deployment.

I work mainly with Python, FastAPI, OpenAI APIs, REST APIs, software testing, and AI evaluation. I am particularly interested in building reliable AI applications that can operate with real-world knowledge, business rules, and production constraints.

I am currently looking for remote opportunities in Applied AI, AI Automation, Generative AI, RAG/LLM applications, AI integration, and backend development for AI products.

Experience

Work history, roles, and key accomplishments

Current

Information Technology Specialist

Current

Dinas Kependudukan dan Pencatatan Sipil Kota Tomohon

Jun 2023 - Present (3 years 4 months)

Supporting public-sector digital services and developing AI-assisted solutions for population administration and civil registration services.
Current work includes the development, a domain-specific Generative AI consultation system using SRL, RAG, FastAPI, OpenAI APIs, validation, fallback logic, testing, and controlled deployment workflows.

Generative AI Retrieval Augmented Generation (RAG) Systems Python fastAPI AI Evaluation

Information Technology Specialist

RSUD Anugerah Tomohon

Jun 2018 - May 2023 (4 years 11 months)

Worked as an Information Technology Specialist supporting hospital IT operations, user systems, software troubleshooting, and general technology infrastructure. Provided technical support to staff, helped maintain reliable computer and information systems, resolved day-to-day IT issues, and supported digital tools used in administrative and operational workflows

Information Technology Operations Technical Support Computer Systems And Applications IT Support System Administration

Head of Procurement & Contracts

PT. Manna Jaya

Nov 2011 - May 2016 (4 years 6 months)

Progressed from Buyer to Logistics Superintendent and later Head of Procurement & Contracts. Managed procurement, vendor coordination, logistics, inventory, tender preparation, contract administration, reporting, and project coordination across multiple sites, including support for major industrial clients.

Contract Management Procurement Vendor Management Logistics Management Project Coordination

Education

Degrees, certifications, and relevant coursework

STIMIK Matuari Manado

Bachelor of Computer Science (S.Kom), Information Systems

2003 - 2009

Bachelor's degree in Information Systems with academic foundations in programming, database systems, systems analysis and design, computer networks, and information technology. The program focused on understanding how software, data, and information systems support organizational and business processes.