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We continue to see exciting breakthroughs in AI. The CHATGPT in text, the PIKA in video, and the Gemini in multimodal. I'm sure every AI practitioner can feel the waves of our time building up. And I want to do my part in this era. There is a hidden voice in my heart telling me that I can also realize AGI in some small field. Now I have found my goal: AGI in quantitative finance.

My goal is to build an AGI that can replace a Quant Alpha team of about 20 people, and I'm working towards that goal. Inputting historical stages of data, our AGI can output factors, factor combination strategies, trading strategies, and fulfill the functions brought by the whole Quant Alpha team.

If you are also interested, please feel free to contact me. (Or if your team is doing the same thing, I'd love to join you!)


  • 👋 Hi, I’m TianhaoFu(付天豪)@PKU.
  • 👀 I’m interested in data-centric AI and Quantitative Finance.
  • 🌱 I’m currently learning data-centric AI. Check my 2022's data-centric AI work: Tiny3D: a data-centric AI based 3D object detection service production system. Also, I'm doing research on High-frequency Strategy, Mid-frequency Strategy, and Alternative Low-frequency Strategy in US stock, China stock, and Crypto.
  • 💞️ I’m looking to collaborate on data-centric AI(data privacy, data programming, data simulation, data compression, data duration, data centric ai system) and Quantitative Finance(job or other opportunities).
  • 📫 How to reach me [email protected].

Tianhao Fu's Projects

video-to-retail-platform icon video-to-retail-platform

An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.

videocompressor icon videocompressor

A High-performance video compressor for Android using Hardware decoding and encoding API(MediaCodec).

videopose3d icon videopose3d

Efficient 3D human pose estimation in video using 2D keypoint trajectories

vision_kit icon vision_kit

A computer vision kit for algorithm verification

vista icon vista

This repo presents you the official code of "VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention"

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vitis-ai icon vitis-ai

Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.

votr icon votr

Voxel Transformer for 3D object detection

vps icon vps

Official pytorch implementation for "Video Panoptic Segmentation" (CVPR 2020 Oral)

weighted-boxes-fusion icon weighted-boxes-fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

weld icon weld

High-performance runtime for data analytics applications

wobert icon wobert

以词为基本单位的中文BERT

ws3d icon ws3d

Official version of 'Weakly Supervised 3D object detection from Lidar Point Cloud'(ECCV2020)

x-gear icon x-gear

Code for our ACL-2022 paper "Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction".

ydata-sdk icon ydata-sdk

Public SDK to interact with the platform, either public or private

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolov5-multibackbone-compression icon yolov5-multibackbone-compression

YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming) and Quantization (MQBench) Compression Tool Box.

zen icon zen

A BERT-based Chinese Text Encoder Enhanced by N-gram Representations

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