james alvin dhanardi

Engineer and AI Researcher.

I work at the seam where research papers become shipped products. Currently exploring agentic developer tools

View workPublications
Available · nowSemarang, Central Java, Indonesia
James Alvin Dhanardi — portrait illustration
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// by the numbers

A little context.

5+
Shipped projects
3
Publications · workshops
06
Achievements
02
Years experience

// experience

Where I've worked.

2025 — now · Semarang, Indonesia

Agentic AI Engineer Intern · Accenture

  • Architected an agentic AI pipeline using Google ADK and LangChain to ingest, classify, and route enterprise support tickets from email and dashboard interfaces, instrumenting the system end-to-end with Langfuse for observability and DeepEval/RAGAS for automated response quality evaluation
  • Built a document processing and extraction pipeline powering a RAG system for accurate solution retrieval from an internal knowledge base, accelerating agent ticket resolution
  • Deployed and monitored LLM endpoints on AWS, managing end-to-end CI/CD pipelines to support the full PoC environment
  • Built a full-stack interface with React and NestJS, designing inter-service communication for reliable data flow across the system
Google ADKLangChainRAGLangfuseDeepEvalRAGASReactNestJSAWS

2023 — 2025 · Semarang, Indonesia

Laboratory Assistant · Student Learning Centre (SLC), BINUS University Semarang

  • Maintained an average KPI of 5.55 over two years, assisting 200+ students across practicum courses in Data Structures, Databases, Artificial Intelligence, Desktop Application Development, and Scientific Computing
  • Contributed to non-academic initiatives including event organisation and serving as Master of Ceremonies (MC) for faculty employee programmes
PythonJavaSQL

// selected work

Things I've shipped.

2025 · featured

KANCA

Story-driven interactive learning application for kids

Google ADK · Langchain · RAG→

2026

Catetin

Voice-first point-of-sale for small shops and vendors, powered by on-device Gemma 4 E2B. Track and analyze sales without hassle.

Gemma 4 · Flutter · Google LiteRT-LM→

2024

SafeRoad

Driving into a safer tomorrow: a computer vision platform that detects potholes in real time and routes drivers around them.

YOLOv8 · Flask · Docker→

2024

PregnaCare

A wearable, real-time pregnancy monitoring system that uses AI to flag abnormalities in maternal vitals before they become emergencies.

IoT · Python · MongoDB→
// engage

2024

ENGAGE

A gamification-based platform designed to improve employee engagement and reduce attrition — Best Presenter at the Accenture × BINUS Semarang competition.

React · NestJS · TypeScript→

// capabilities

What I work on.

Programming Languages
  • Pythonexpert
  • TypeScriptexpert
  • JavaScriptexpert
  • SQLexpert
  • Rpro
  • Javapro
  • C++pro
ML / AI
  • PyTorchexpert
  • LangChainexpert
  • RAGexpert
  • Google ADKexpert
  • TensorFlowpro
  • Scikit-learnpro
  • Hugging Face Transformerspro
  • Langfusepro
  • DeepEvalpro
  • RAGASpro
Web / Stack
  • Reactexpert
  • NestJSexpert
  • Dockerexpert
  • Gitexpert
  • REST APIspro
  • CI/CD pipelinespro
Data
  • Pandasexpert
  • NumPyexpert
  • Matplotlibpro
  • Seabornpro
  • Power BIpro
  • Tableaupro
Domains
  • NLPexpert
  • Computer Visionpro
  • Explainable AI (XAI)pro
  • EEG/BCI Signal Processingpro
  • Geospatial MLpro

// publications

Published research.

2026· Journal of Information Systems Engineering and Business Intelligence (JISEBI)

HAXE: An Attention–Rationale Alignment Framework for Explainable Hate Speech Detection in Transformer Models

James Alvin Dhanardi, Fredy Purnomo, Anang Prasetyo

Background: Surge of social media content in modern era required automated content moderation system to filter out hate speech and inappropriate content. Tra…

2025· 2025 7th International Conference on Cybernetics and Intelligent System (ICORIS)· DOI

Comparative Analysis of Transformer-Based Models for Hate Speech Detection

James Alvin Dhanardi, Fredy Purnomo, Anang Prasetyo

This study presented a comparative analysis of transformer-based models for hate speech detection, evaluating BERT, RoBERTa, DistilBERT, XLNet, and DeBERTa acr…

2025· 2025 International Conference on Information Management and Technology (ICIMTech)· DOI

Comparative EEG Analysis of Fast-Paced versus Slow-Paced Gaming Experiences in Game User Research

James Alvin Dhanardi, Evan Pangguary, Stefanus Setyo Aji Nugroho, Rida Zuraida

Electroencephalogram research related to capturing emotional reactions while playing video games mostly focuses on recognition modelling and EEG signal charact…

// education

What I studied.

2022 — 2026 · GPA 3.99

B.Sc. Computer Science, Intelligent Systems & Machine Learning

BINUS University Semarang, School of Computer Science

Dean's List 2026Intelligent Systems & Machine Learning

// achievements

A few highlights.

AI Singapore · 2025

2nd Place — PAN-SEA Developer Challenge 2025

Runner-up in the PAN-SEA Developer Challenge 2025 with KANCA, an AI literacy platform for Indonesian students leveraging the SEA-LION LLM. Featured as an official case study on the SEA-LION website.

Bank Indonesia & OJK · 2025

2nd Place — BI-OJK National Hackathon 2025

Runner-up in the BI-OJK National Hackathon 2025 (FEKDI x IFSE) with KANCA, an AI-powered financial literacy platform for Indonesian students.

Accenture × BINUS Semarang · 2024

Best Presenter — From Pitch to Profits!

Won Best Presenter award at the Accenture × BINUS Semarang competition with ENGAGE, a gamification-based employee engagement and retention platform.

Digitalent · 2024

3rd Place — Digitalent National Data Science Competition 2024

Achieved 3rd place nationally with SafeRoad, a computer vision pipeline for automated road hazard detection from dashcam footage. Advanced to the national finals via Kaggle leaderboard and live pitch.

Samsung · 2024

Semifinalist — Samsung Innovation Campus 2024

Selected as a national semifinalist with PregnaCare, an AI-powered mobile application for maternal health monitoring and pregnancy guidance for underserved communities.

// say hi

Have an interesting problem?

jamesalv.work@gmail.com
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