You will get a professional service in the fields of quant trading/AI and etc.
You will get a professional service in the fields of quant trading/AI and etc.
- Delivery Time 10 days
- Number of Revisions 1
10 days
delivery —
Sep 25, 2024
Revisions may occur after this date.
Upwork Payment Protection
Fund the project upfront. Youguang gets paid once you are satisfied with the work.
Project details
With more than 10 years of professional experience in machine learning,data science and software development, I helped numerous clients build/enhanced their platforms, algorithms and applications.
What's included
| Service Tiers |
Starter
$1,000
|
Standard
$10,000
|
Advanced
$100,000
|
|---|---|---|---|
| Delivery Time | 10 days | 40 days | 70 days |
Number of Revisions | 1 | 1 | 1 |
Model Validation/Testing | - | - | - |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
Frequently asked questions
About Youguang
Machine Learning/Data Science Expert
Shanghai, China - 6:18 pm local time
[Certifications]:
• Master’s Degree in Financial Engineering from UIUC
• Bachelor’s Degree in EE from Shanghai Jiaotong University
• Udacity Certified Advanced Level Nanodegrees:
(1) Data Scientist
(2) Computer Vision
(3) Natural Language Processing
(4) Deep Reinforcement Learning
[OpenAI/LLM/Transformer Experience]:
1. Knowledge base OpenAI/LLM(T5) model used in Game to fetch the context of the scene.
2. Multi LLM based Solution implementation used in Game
3. LLM based chatbot development for customer service
4. OpenAI based solution used in recommendation system
5. Mpnet model finetuning for semantic search problem
6. Bert model implementation for NLP classification problem
7. NER problem using Spacy-Transformer
8. Sentimental Analysis used in trading strategy development
[Computer Programming]:
• Proficient at Python/C/C++/R/SQL and visualization tools
• Proficiency in research, data and analytical processes
• Decent knowledge in statistical and modeling methodologies and applications
• Decent knowledge in cloud-based architecture, databases, data pipelines and models
• Solid knowledge and working experience of Data Mining/Machine Learning/Deep Learning/Deep Reinforcement Learning
• Solid knowledge and working experience in developing applications based on Hadoop/Spark big data platform
• Experience in LLM/Chatgpt and other Transformer base models such as Bert/Mpnet Fine Tuning
• Experience in Object detection/Semantic Segmentation related image processing
[Financial Engineering]:
• Familiar with Alpha Strategy Simulation Development Platform, Hedging/Arbitrage Strategies, Quantitative models, Program trading, Asset Allocation and etc.
• Familiar Financial Derivatives (Future/Forward, Option, Fixed Income, Swap/Swaption interest rate derivatives) and asset pricing method
• Knowledge of Market Data (Equity/Barra Financials/Intraday Futures/Options Tickdata and etc) and Trading System Structure.
Steps for completing your project
After purchasing the project, send requirements so Youguang can start the project.
Delivery time starts when Youguang receives requirements from you.
Youguang works on your project following the steps below.
Revisions may occur after the delivery date.
Gather requirement
Establish milestones