I am Lexi. I always have a great passion for integrating business insights and technical skills to solve the real world problems. With that passion, I conducted several internships in high-tech and consulting companies. My internship in high-tech companies including Tencent and JD.com greatly improved my technical proficiency in data analytics, machine learning and data visualization. My other internships in Deloitte, GF Securities effectively enhanced my skills of transforming the data analytical results into designed demonstration. After all those explorations, I have decided to dive deep into the data science industry, and derive insights from the chaos of big data.
Dive into the exciting world of AI with OpenAI's cutting-edge models: Sora, CLIP, DALL-E 2, and DALL-E 3. We'll explore how these advanced technologies are revolutionizing artificial intelligence by understanding and generating images, text, and more.
Papers Explained:
- CLIP: Learning Transferable Visual Models From Natural Language Supervision (https://arxiv.org/pdf/2103.00020)
- DALL-E 2: Hierarchical Text-Conditional Image Generation with CLIP Latents (https://cdn.openai.com/papers/dall-e-2)
- DALL-E 3: Improving Image Generation with Better Captions (https://cdn.openai.com/papers/dall-e-3)
- CoCa: Contrastive Captioners are Image-Text Foundation Models (https://arxiv.org/pdf/2205.01917)
- Computer Vision - Image Traslation from photo to avatar
- NLP - Question Answering System using Reviews
- Data Cleaning & Data Visualization - Analysis of Engineer-related Employment Trend in United States
- Recommendation Sys - Recommending Profiles for Dating Apps
- Computer Vision - Image recognition of Lesions
- NLP - Translate Audio to SQL queries
- Machine Learning - Projects & Codes
Duke University
- Master of Engineering Management - Data Analytics & Machine Learning - GPA:4.0/4.0
- Relevant Courses: Modeling Process & Algorithms, Sourcing Data for Analytics (Python), Deep Learning, Cloud Computing
The Chinese University of Hong Kong, Shenzhen (CUHK)
- Bachelor of Business Administration - Economics - Dean’s List Honor
- Relevant Courses: Data Analytics (Mathematical Statistics & Machine Learning), IT in Business Applications (SQL), Computer Science (Python), Big Data Visualization, Digital Marketing
- Honors: Outstanding Teaching Assistant, Dean’s List Honor for Academic Performance (10%)