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  • Osaka, Japan
  • 05:51 (UTC +09:00)

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cronenberg64/README.md

About Me

  • I'm a student majoring in Information System Science & Engineering at Ritsumeikan University
  • I'm interested in AI/ML, NLP, and Robotics
  • Love reading books, working out, and watching anime in my spare time
  • Banner photo taken at Tanigawa Bridge, Kobe, Japan by me

🌐 Portfolio

Portfolio BadgeCV Badge

🚀 My Projects

Research & Robotics

ProjectLinks
EFT-VPR
Event Forecasting Transformer improving Recall@1 by 13.8% via 8-head autoregressive modeling and InfoNCE contrastive learning.
GitHub
AESP
Numba-accelerated Poisson filtering delivering +13.82 dB SNR gain and 37.8% bandwidth reduction for event-stream signal processing.
GitHub
Scientific Abstract Classifier (SciBERT-CTFT)
SciBERT + SetFit classification pipeline strengthened with context-injection augmentation for more robust scientific abstract categorization.
GitHub
Robot Motion Planner
Translated natural-language robotic intents into MoveIt trajectories for reliable 6-DOF planning and execution workflows.
GitHubView Site

Full-Stack & Systems Engineering

ProjectLinks
ergo-api
Built a zero-trust Go API gateway with real-time anomaly detection, OPA policy enforcement, and JWT identity validation for hardened service access.
GitHub
Prompt to Gazebo Sandbox
Engineered an AI-driven ROS2/Gazebo environment generator that compresses robotics simulation setup from prompt to runnable workspace.
GitHubView Site
CLI-chat-app
Implemented a concurrent TCP chat system with direct messaging, channels, and file transfer for multi-client command-line communication.
GitHub
Smart Re-Identification System for Stray Cats (Post-TNR)
Delivered a React Native + Siamese re-identification platform to reduce redundant treatments through repeat-cat matching in field operations.
GitHubDocs Site

🛠️ Tech Stack & Tools

Main Programming Languages

PythonC++RustGoTypeScript

Robotics / AI

ROS2 (Humble)NVIDIA Isaac SimRTDE APIPyTorchFAISSNumbaUbuntu

Infrastructure

DockerFastAPINext.jsPostgreSQLMySQLSQLite

General Programming Languages

JavaScriptCJavaDartMIPS Assembly

Tooling

GitGitHubNetlifyGitHub ActionsWSLFedora LinuxFigmaMakeRuffuv

Miscellaneous

React NativeExpoFlutterReactHTML5CSS3Tailwind CSSThree.jsAngularTensorFlowOpenCVYOLOKerasScikit-learnNumPyPandasOpenCLIPFirebaseNode.jsExpress.jsSpring BootFlaskRen'PyAndroid Studio

📊 GitHub Stats:

GitHub StatsTop Languagesactivity-graph graph
GitHub Streak

🌐 Socials:

discord logogmail logolinkedin logoline logo

🏆 GitHub Trophies

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  1. PBL3_GroupHPBL3_GroupHPublic

    Forked from xknt21/PBL3_GroupH

    A mobile application prototype for identifying and managing cats using an image re-identification model

    Python 1

  2. my_portfoliomy_portfolioPublic

    My interactive portfolio showcasing all my projects, featuring a 3D rotating low-poly wireframe sphere as the centerpiece using three.js and html

    HTML 1

  3. Prompt_To_Gazebo_SandboxPrompt_To_Gazebo_SandboxPublic

    AI-powered tool that generates complete ROS2/Gazebo simulation environments from natural language prompts for rapid robotics prototyping

    TypeScript 1

  4. SciBERT-CTFTSciBERT-CTFTPublic

    SciBERT-based scientific abstract classification using SetFit framework with context injection data augmentation

    Python 1

  5. AESPAESPPublic

    An adaptive event signal processing system that uses causal spatiotemporal filtering to regulate event density and suppress noise in DVS streams.

    Python 2

  6. EFT-VPREFT-VPRPublic

    A predictive Visual Place Recognition system using Event Forecasting Transformers and SNN encoders to enable robust robot localization during sensor dropout and total darkness.

    Jupyter Notebook 1