Cake 找人才

in current technologies, trends and programming languages. Key points are: 1. For last 2+ year working on FinTech Product worked multiple APIs, Kafka, User Retention based on ML/AI 2. Prior full-time working company was Infobeans Indore which worked on ML Document classification using NLP. 3. Worked in HighIq, Hyderabad as ML expert doing projects on Tesseract, Multithreading, OCR, Doc Classification, Windows Services-Polling, NLP. 4. At Emorphis as Python Developer, worked on IoT project. I also worked on an Audio project using Tensorflow, Keras, and scikit. Done

抓取金融新聞，將繁體文章標題與內文透過語言轉換工具(opencc)轉為簡體，最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術：NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未

speed by 20%. - Designed a high-performance data warehouse on AWS, improving cross-team data accessibility and reducing query times by 35%. EDUCATION National Taipei University of Technology • Master’s Degree in Electronic Engineering MaySep 2019 | Taipei, Taiwan • Specialized in developing deep learning models for Natural Language Processing (NLP). • Developed classification systems for speech/audio using deep learning techniques. • Conducted research on image classification and recognition through deep learning methodologies. CERTIFICATIONS • Google IT Automation with Python, Coursera - FebPATENT • ABNORMAL SOUND DETECTION METHOD AND APPARATUS (USA1) - FebSKILLS Programming & Frameworks : Python, TensorFlow, Keras, PyTorch, scikit-learn

參與各種專業講座、研討會，深入研究了最新的人工智慧技術和趨勢，擴展了我的專業知識，特別是在機器學習、深度學習和自然語言處理等領域。從中獲得的見解對我未來的工作和研究產生了積極影響 🏆 畢業生代表 2019 北科服務表現 績優獎 熱

toolkits such like KALDI, ESPNET, familiar with both hybrid and end-to-end ASR architectures Speech Signal Preprocessing, Decoding, Rescoring, Reranking Large Language Model Fine-tuned LLAMA2, LLAMA3, phi-3, gemma models using FSDP-QLoRA technology Retrieval-Augmented Generation (RAG) Familiar with Transformer-based Language Models BERT, ALBERT, RoBERTa GPT-3, InstructGPT NLP Tasks Language Modeling Part-of-Speech Tagging, Named Entity Recognition Projects A BERT-based Language Modeling Framework https://www.isca-archive.org/interspeech_2022/chien22b_interspeech.html Proposes a Mixture-of-Experts language model architecture that automatically...

品質 艾鍗學院 | 淡水導覽系統 2019//12 設計基於 Raspberry Pi 與 Intel Movidius NCS 的智慧導覽系統 實現即時語音辨識與意圖分析功能 整合自然語言處理技術提升使用者體驗 建立系統監控與錯誤處理機制 學歷 國立虎尾科技大學 | 多媒體設計系 | 學士學位 |私立

工作經歷 豐泰企業 (2021/07 - 至今) 職位：RD，自動化部門 主要職責： 光學系統及自動化機台軟體開發 成功開發多台現役於海外工廠的量產機台 AI部門創始成員 (2024/03 - 至今) 參與AI server架設及UbuntuLTS作業系統建置 利用Docker進行硬體資源管理 主導RAG系統開