Tianxin Jiang
Audit Trainee at BDO UK LLP
United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolTianxin Jiang is an analytically minded Audit Trainee based in the UK with 11 years of professional experience bridging machine learning engineering, project coordination, and multilingual communications. With hands-on contributions to prominent open-source NLP projects like PaddleNLP and ERNIE, Tianxin has implemented semantic indexing strategies (e.g., BatchNegative, ANCE), optimized semantic search pipelines, and added encoder utilities for embedding extraction. Prior roles at Baidu and translation/localization firms demonstrate strong cross-functional collaboration, training, and process-improvement skills, while a MA in Translation with Business Interpreting and a BA in Business English underpin fluent multilingual stakeholder engagement. Comfortable moving between technical code contributions and operational project management, Tianxin brings a rare mix of NLP engineering expertise and client-facing communications experience. Currently transitioning into audit work at BDO UK LLP, they offer a disciplined, data-driven approach likely to strengthen controls, reporting, and technical audit automation. An unexpected strength is the ability to translate complex ML concepts into clear, actionable guidance for non-technical teams.
11 years of coding experience
1 year of employment as a software developer
Master of Arts - MA, Translation with Business Interpreting, Master of Arts - MA, Translation with Business Interpreting at 英国巴斯大学Bachelor of Arts - BA, Business English, Bachelor of Arts - BA, Business English at Beijing International Studies University
Github Skills (12)
nlp10
embedding10
python10
pre-trained-model10
bert10
semantic-search10
transformers9
paddlepaddle9
machine-learning8
natural-language-processing7
question-answering7
distributed-training6
Programming languages (5)
Github contributions (5)
PaddlePaddle/PaddleNLP
May 2021 - Aug 2022
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
Role in this project:
ML Engineer
ML EngineerContributions:2 releases, 481 reviews, 70 commits in 1 year 3 months
Contributions summary:Tianxin primarily focused on developing and improving the semantic indexing capabilities of the paddlenlp library. Their contributions included implementing and refining semantic indexing examples, introducing different strategies such as BatchNegative and ANCE, and handling data processing. They also worked on integrating new features like gradient clipping, and improving the efficiency of the semantic search pipeline, demonstrating expertise in natural language processing and information retrieval.
extractionsemantic-similaritybertnlp-tasksfinetuning
PaddlePaddle/ERNIE
Mar 2019 - Jan 2020
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
Role in this project:ML Engineer
ML EngineerContributions:1 release, 67 commits, 72 PRs in 10 months
Contributions summary:Tianxin contributed to the ERNIE pre-training and fine-tuning code, making changes to training loops and model configurations. They added code related to stopping training based on the number of steps. Further contributions include releasing the training code. The user also added an ERNIE encoder for extracting sentence/tokens embeddings and added related util functions.
nlppytorchimplementationsunderstandingbert
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