$ git log --all --stat

The full work history.

Every role in order: AI engineering and freelance AI work today, frontend development before that, and the university teaching and research assistantships that came first. Figures are the ones on my CV.

// mar 2025 — present

Full Stack AI Engineer @ PT Indonesia Satu Tujuh

  • +Shipped end-to-end AI applications, owning the React interface, the FastAPI services and the LLM orchestration in between.
  • +Built scalable backend services and REST APIs in Python, FastAPI and Flask to serve AI inference and automation workloads.
  • +Implemented RAG pipelines with embeddings, vector retrieval, semantic search and multi-turn conversational workflows.
  • +Applied LangChain and LangGraph patterns to orchestrate multi-step LLM workflows.
  • +Delivered AI features spanning recommendation systems, fashion detection and virtual try-on.
  • +Re-architected AI inference and cut infrastructure cost by 75%.
  • +Containerised services with Docker and supported the deployment workflows behind them.
  • +Worked directly with product and business stakeholders to turn requirements into shipped AI features.

// dec 2024 — present

Freelance AI Engineer @ PT Pasar AI

  • +Delivered AI applications across computer vision, automation and intelligent analytics for client use cases.
  • +Built pipelines covering data preprocessing, model inference, API integration and production deployment.
  • +Shipped facial recognition, identity verification, real-time analytics and demographic prediction systems.
  • +Integrated AI models into backend services and application workflows to automate work that had been manual.
  • +Tuned AI workflows for performance, reliability and real-world deployment readiness.

// sep 2023 — feb 2025

Frontend Developer @ PT Indonesia Satu Tujuh

  • +Built responsive web and mobile applications in React.js, React Native, TypeScript and Tailwind CSS.
  • +Developed dashboards and business interfaces backed by REST APIs.
  • +Established reusable components and a maintainable frontend architecture that sped up later delivery.
  • +Partnered with backend, product and UI/UX teams to ship production-ready features.
  • +Cut page load time by 25% through frontend optimisation and more efficient API integration.

// feb 2023 — aug 2023

Practice Assistant, Information System Design & Analysis @ EAD Laboratory, Telkom University

  • +Ran practicum sessions for 40+ students per class in system analysis, UML modelling and database design.
  • +Reviewed 5+ student group projects, lifting design accuracy and documentation quality by 30%.
  • +Updated learning modules and case studies with a team of 4 assistants to match current industry practice.

// sep 2022 — feb 2023

Practice Assistant, Object Oriented Programming @ EAD Laboratory, Telkom University

  • +Taught 40+ students per session on encapsulation, inheritance and polymorphism.
  • +Ran debugging clinics and code reviews that cut student programming errors by up to 35%.
  • +Improved lab modules with a team of 5 assistants, raising student satisfaction scores.

// jun 2022 — sep 2023

Laboratory Assistant of Research @ EDM Laboratory, Telkom University

  • +Supported 3+ research projects in data preprocessing, analysis and visualisation.
  • +Collected, cleaned and managed datasets in Python (Pandas, NumPy) and SQL to keep results consistent.
  • +Co-prepared technical documentation that contributed to 2 conference submissions.

// organisational_experience

Leadership & community

// mar 2021 — jul 2022

Head of People Development @ Intellectual Community, Telkom University

  • +Led a team of 10+ running people-development programmes across leadership, soft skills and engagement.
  • +Designed and delivered 3 structured training programmes in communication, critical thinking and project management.
  • +Ran monthly knowledge-sharing and mentoring sessions that lifted member participation by 40%.
  • +Measured programme effectiveness by survey, producing a 25% rise in member satisfaction.

// dec 2021 — nov 2022

Human Resources Recruiter @ Girls Force, Telkom University

  • +Ran end-to-end recruitment for new members and internal roles, onboarding 50+ active members.
  • +Designed the screening, interview and onboarding process against the community's mission and values.
  • +Ran orientation and engagement programmes that improved retention by 35%.

// sep 2021 — aug 2022

Staff, Ministry of Communication & Informatics @ Managerial Trainer Organization, Telkom University

  • +Managed internal and external communication channels across departments and partner organisations.
  • +Co-designed managerial skill development programmes with the training division.
  • +Supervised 8+ staff and volunteers delivering workshops, seminars and leadership training.

// education.json

Education

education.json
{
"school": "Universitas Telkom, Bandung",
"degree": "Bachelor of Information Systems",
"gpa": 3.67/4.00,
"years": "Sep 2020 — May 2024",
"honors": [
"1st — Intl. UI/UX Designing Competition, IHRD Tharang India",
"1st — UI/UX Design, SE-Research Innovation Challenge",
"2nd — UI/UX Design, IT Festival IPB 2023",
"3rd — UI/UX Design, ESD Laboratory Challenge",
"Finalist — UI/UX Design, I/O Festival UNTAR 2023"
]
}

// EOF — © 2026 Apriani Nur Raina

Open to AI Engineer roles & freelance work

$ cd top
mainexperience.logLn 1, Col 1