Pande Dani. Computer Vision & Applied ML Engineer

Computer Vision & Applied ML Engineer. Building vision systems for real-world automation.

Years Coding

Projects Shipped

3.98

GPA

Work Experience

Outcomes shipped, not hours logged.

CERTIFICATIONAug 2023 – Jan 2024

Machine Learning Cohort

Bangkit Academy (Google, GoTo & Traveloka)

Selected into Bangkit's ML cohort led by Google, GoTo, and Traveloka — built classification and regression models on real-world datasets.

PythonTensorFlowMachine Learning

CERTIFICATIONJan 2024 – Jun 2024

Data Engineer Program

Microsoft × MariBelajar

Earned 6 Microsoft professional Data Engineering certifications covering Azure, SQL, and ETL pipelines.

AzureSQLETL

PROJECTMar 2025 – Aug 2025

Fruit Ninja YOLOv8 Automation Bot

Personal Project

Shipped a real-time YOLOv8 automation bot — benchmarked 13 model variants to balance detection accuracy against sustainable FPS.

YOLOv8PyTorchComputer Vision

INTERNSHIPJul 2023 – Aug 2023

MEWS Intern — Web Automation Engineer

BBMKG Wilayah III Denpasar

Built a web platform that automated 9 daily administrative documents at BBMKG — still in active staff use today.

FlaskPythonAutomation

EDUCATIONJan 2022 – Aug 2025

Educator & Informatics Olympiad Coach

SMA N 2 Amlapura

Coached 34+ students per year and led 3 to the National Informatics Olympiad annually — meeting the maximum school quota every cycle.

C++Olympiad PrepCurriculum Design

LEADERSHIPJan 2022 – Jan 2023

Commission IV Member (Supervisor)

DPM FMIPA — Universitas Udayana

Supervised 15 BEM operations as Commission IV member, mediating between the Dean's Office and Student Executive Board.

SupervisionStudent GovernanceCommunication

LEADERSHIPJan 2023 – Jan 2024

Tech & Dev Division

Student Innovation Centre — Universitas Udayana

Led tech knowledge-sharing for the org — managed Discord and delivered insights on emerging tech to members.

Tech LeadershipCommunity ManagementKnowledge Sharing

Case Studies & Shipping Notes

Selected works in AI & Web.

Computer VisionFeatured

Fruit Ninja Automation Bot

ML Engineer — Solo Developer · Mar 2025 – Aug 2025

Shipped a real-time YOLOv8 bot that plays Fruit Ninja autonomously — 13 model variants benchmarked to land on the FPS / accuracy sweet spot.

PythonYOLOv8OpenCVBettercam

Web ApplicationFeatured

Smandapura Exam App

Full Stack Developer · 2026

Server-authoritative online exam platform for SMA Negeri 2 Amlapura — three modes (self-paced, survival, live multiplayer), AES-256 encrypted client state, and sanitized rich-text questions with KaTeX support.

Next.js 16SupabaseTailwind CSS 4TipTap

Web AutomationFeatured

MEWS — BBMKG Document Automation

Full Stack Developer — Intern · Jul 2023 – Aug 2023

Automated 9 daily administrative documents at BBMKG Wilayah III — platform still in active staff use 2+ years post-handoff.

StreamlitPythonpython-docxHTML

AI & Automation

MCP Chatbot — Inventory Assistant

Lead AI Developer · 2026

Conversational inventory & ordering bot powered by Gemini, with two MCP servers handling DB reads and order writes independently.

Node.jsExpressGoogle GeminiMCP SDK

PKM — Hardware & AI

Voice-Controlled Electric Wheelchair

Team Leader — Machine Learning · Feb 2023 – Oct 2023

Led a 5-person team to PKM funding from Kemdikbudristek — speech-recognition models integrated with Arduino-driven motor control.

PythonMachine LearningSpeech RecognitionIoT

Web Application

POS Calculator & Waiting List MVP

Frontend Developer · 2026

Lightweight non-blocking calculator popup + waiting-list system with strict no-layout-shift acceptance criteria.

ReactTypeScriptZustandTailwind CSS

Data & NLP

Kebijakan Pulse

Solo Developer · 2026

Real-time sentiment pipeline that ingests 5 Indonesian economic RSS feeds, classifies policy categories via DeepSeek V4 Pro, and correlates daily sentiment scores against IHSG close price.

PythonNext.js 16SupabaseDeepSeek API