Back
Artificial Intelligence
OHLC Prediction
An experiment, for OHLC prediction comparing different architectures and Hyperparameters
Implements a parameterized surrogate loss function that is differentiable
View Project
Technologies & tools
Python
Pytorch
HuggingFace
Tensorboard
GRU
LSTM
Myntoo Digital
Built a system leveraging generative LLMs to produce written content such as blog posts
Incorporates prompt engineering, retrieval-augmented generation (RAG), and model fine-tuning
Developed a desktop GUI in Python using Tkinter
Built a backend service for remote, persistent storage in Java with Spring Boot
Created custom WordPress plugins in PHP for direct integration
View Project
Technologies & tools
Python
Tkinter
Java
Spring Boot
PHP
WordPress
LLMs
RAG
Fine-tuning
PlantQuery
Developed a Python-based application leveraging LlamaIndex for querying questions related to plant genetics, breeding, protocols, and cultivation
Implements taxonomy-based, hierarchical search functionality to handle queries at varying levels of specificity
Created a domain corpus from open-source research and academic textbooks
Implements automated organism identification based on plain-English queries
Technologies & tools
Python
LlamaIndex
Docling OCR