AI Tender & Bids Evaluation System Financial Report Analysis with LLMBuilding Writing Agent for General & Financial Use

FinRobotFinGPT_BenchmarkFinGPT_Forecaster

- Face Anti-Spoofing for Identity Verification- Multilingual OCR for CN/TH/Global Identity Credentials- Machine Translation (for Chinese minor languages)- Text Anti-Spam, LLM Query Risk Detection, LLM for Efficient Audition

Software Fabricated Face/DeepFake Detection

- Responsible for object detection algorithms for autonomous driving. Implemented visual algorithms models on a variety of datasets, using C in Darknet framework, using Python for scripts to handle data and labels. - Responsible for model tuning and improvement. Example: Modifed network structure and improved YOLOv3 mAP by 5% on BDD100K dataset; Fused the cutting edge of technical ideas, like IoU-based NMS, Hard Example Mining into the framework. - Responsible for model compression experiments, model transferring from Darknet to Caffe and model verification.

Undergraduate research assistant at 3D Image Lab- Conducted research on image segmentation and geometric primitives to derive the method of matching specific objects to designed geometric pattern. Incorporating the feature to improve detection, classification and more applications. - Implemented an algorithm based on Mask-RCNN with superpixel refinement. Implemented feature clustering to derive low dimensional representations and match them with geometric primitives.