Anthony

ML Engineer & Software Developer

Specializing in Computer Vision, Deep Learning, and Software Engineering

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Technical Skills

Developer Tools

Git, Docker, Alibaba Cloud Platform, VS Code, PyCharm, IntelliJ, Eclipse, Linux

Libraries

pandas, NumPy, Matplotlib, Jupyter, SQLAlchemy, Postman, Docker, AWS, Google Cloud

Frameworks

Scikit-learn, SVM, DTW,PyTorch, TensorFlow, Hugging Face Transformers, Keras, Scikit-learn, OpenCV

Languages

C/C++, Python, Java, SQL (Postgres), HTML/CSS, R

Featured Projects

Diffusion Model for Image Generation

This repository contains my implementation of a diffusion model for high-quality image generation. The project explores denoising diffusion probabilistic models (DDPM) and optimizations for faster, more detailed image synthesis.

Deep Learning Diffusion Models Image Generation Python PyTorch

TriAttNet: Triple Attention Network for Image Super-Resolution

Advanced image super-resolution model using triple attention mechanism for enhanced detail reconstruction.

PyTorch Deep Learning Computer Vision

Scene Recognition with Bag of Words

Implemented scene recognition using BoW model with SIFT features and SVM classification.

Computer Vision Machine Learning Python

Panorama-Stitching

Panorama stitching using feature matching and homography estimation for image alignment and blending.

Computer Vision Image Processing Python

Photometric Stereo

Utilizing feature matching and homography estimation to stitch images into seamless panoramas.

Computer Vision Image Processing Python

DTW-SVM-X: Time Series Classification

Novel approach combining DTW with SVM kernels for improved time series classification.

Machine Learning Time Series Python

Advanced E-Commerce Platform User Manual

A comprehensive User Manual for the Advanced E-Commerce Platform, built using Object-Oriented Programming principles and C++.

Object-Oriented Programming C++ E-Commerce User Manual

Advanced-OS-Concepts and Distributed System

This project focuses on studying advanced operating system concepts like thread synchronization, distributed systems, process management, memory management, and file systems, with hands-on implementation and experiments.

Operating Systems Thread Synchronization C++

E-CommX

E-CommX: Scalable, Secure, and User-Centric Full-Stack E-Commerce Solution

Web dev JavaScript HTML PHP CSS

Professional Experience

Assistant Researcher

Zhejiang University

Sep. 2024 – Present

Developed and optimized Transformer-based super-resolution networks
Implemented novel triple attention mechanism for enhanced image quality
Achieved state-of-the-art results in detail preservation and color accuracy

Software Engineering Intern

Alibaba Group

Jul. 2023 – Sep. 2023

Optimized backend systems for "Tian Mao Jing Ling", achieving 50% faster data processing
Built NLP pipeline using BERT and SVM for improved query understanding
Implemented LLMs for advanced question answering systems

Education

Bachelor's in Computer Science and Technology

Nanjing University

Sep. 2020 – Jul. 2024

Research Focus: Knowledge Graphs for representation learning and NLP
Nanjing Municipal Government Scholarship 2020
Key Coursework: Machine Learning, Computer Vision, Deep Learning, Algorithm Design