Kimsang Silalahi
@kimsangsilalahi
AI Engineer · LLM Applications, RAG & Agentic Systems · Full-Stack (Next.js, FastAPI) · MLOps
What I'm looking for
AI Engineer who ships LLM products end to end: retrieval and prompt pipelines, the FastAPI/Next.js app around them, and the monitoring that proves they keep working. Built CiteReady (scores how likely a page is to be cited by ChatGPT, Perplexity and Google AI Overviews), LolosPCPM and a production churn MLOps pipeline; lifted Precision@50 from 0.24 to 0.74 at FlyRank AI. CS graduate, Cum Laude (GPA 3.78), Anthropic Academy 18/18, publisher of a 1,182-pair ID–EN agentic AI dataset on Hugging Face.
Experience
Work history, roles, and key accomplishments
AI Engineer
FlyRank AI
Jul 2026 - Aug 2026 (1 month)
Designed LLM workflows (Claude Projects, structured prompting) that turn data reports into channel-native AIO content, cutting manual
drafting time by over 80%.
Full Stack & AI Engineer
Independent
Aug 2024 - Feb 2026 (1 year 6 months)
Delivered end-to-end web solutions integrating AI capabilities and secure database management, including a secure task management platform built with PHP 8.2 and PostgreSQL.
Game Developer
Exstore.id
Nov 2025 - Jan 2026 (2 months)
Engineered core mechanics for a climbing-themed RPG with a custom token economy and advanced Lua scripting, and developed a large interactive map integrating SuperBiz SDK for in-game advertising and analytics.
Software Engineer Intern
Ministry of Law and Human Rights
Jul 2024 - Aug 2024 (1 month)
Developed a document paraphrasing tool using CodeIgniter4 and PHP, integrating backend APIs to automate document processing and improve workflow efficiency.
Education
Degrees, certifications, and relevant coursework
Universitas Sumatera Utara
Bachelor of Computer Science, Computer Science
2021 - 2025
Grade: 3.78/4.00
Activities and societies: Relevant coursework: Data Structures and Algorithms, Object-Oriented Programming, Software Engineering, Database Management, Machine Learning.
Bachelor of Computer Science program completed in 2025 with coursework in data structures, OOP, software engineering, databases, and machine learning; graduated with a 3.78/4.00 GPA.
INTI International University
Student Mobility / MBKM Program, Cross-Cultural Business & Digital Literacy
2023 - 2024
Grade: Associate
Activities and societies: Coordinated community outreach and facilitated cross-cultural technology workshops for Indonesian and Malaysian students.
Student mobility / MBKM humanitarian project focused on cross-cultural business and digital literacy for social impact, coordinating community outreach and tech workshops.
Tech stack
Software and tools used professionally
Azure Storage
GitHub
GitHub Enterprise
Docker Compose
Docker Cloud
GitHub Actions
NumPy
PostgreSQL
Gmail
Node.js
Next.js
Google Analytics
React
JavaScript
Python
HTML5
CSS 3
PHP
Lua
PyTorch
MLflow
scikit-learn
FastAPI
Grafana
Prometheus
Prisma
Firebase
Microsoft Excel
Vercel
GitHub Pages
TypeScript
GitHub CLI
Docker
Apify
Google Cloud Run
XGBoost
Hugging Face
React Sketch.app
Supabase
LangChain
DuckDB
Ollama
Polars
LiteLLM
OpenAI API
Anthropic Claude API
Google Gemini API
Web3.js
Vercel AI SDK
GitHub Copilot
N8N
Stack AI
Claude Code
Task
Roblox Studio
Availability
Location
Authorized to work in
Website
kimsilalahi.vercel.appPortfolio
kimsilalahi.vercel.appSalary expectations
Job categories
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