Focused on the Text analysis with SLMs in the financial domain.
: Bridging the gap of general LLMs with customized SLMs
Selected Projects
React-vite dashboard for analyzing Financial News with entity graphs, topic modeling, and sentiment analysis across sectors and companies.
LoRA fine-tuning and local inference pipeline for Llama 3.2 3B on Apple Silicon via `mlx-lm`, targeting financial sentiment classification.
LoRA fine-tuning and local inference pipeline for Llama 3.2 3B on Apple Silicon via `mlx-lm`, achieving coreference resolution on the financial texts.
Articles
Fine-tuning open-source LLMs for Coreference Resolutiom task using [mlx-lm]
Modernizing Coreference Resolution task with fine-tuning LLMs
Using Ollama API endpoints
A simple instruction to Ollama endpoints without depending on the Python SDK
Using ollama for AI Agents
A simple instruction to Ollama focusing on the availabity of the tools, vision and thinking
Debugging RuntimeError: Tried to instantiate class '__path__._path', but it does not exist! Ensure that it is registered via torch::class_ error within Streamlit
A simple workaround to deal with the torch error in Streamlit
Deploying GitHub Action for Next.js application (Updated)
An update to the previously published GitHub Action for Next.js on GitHub Pages
Connect
Feel free to contact me via