Notes
Short-form writing on AI systems, RAG pipelines, and the engineering craft that goes into them. Long-form pieces live on Medium.
- Automated Storyboard Synthesis for Digital Advertising medium ↗2024-07-15
Image 1: online advetisment In the evolving landscape of digital advertising, the automation of transforming textual descriptions into visual storyboards represents a significant leap in creativity and efficiency. This…
- Building Contract Advisor Q&A RAG medium ↗2024-07-06
RAG Pipeline Introduction In recent years, the rise of Large Language Models (LLMs) has revolutionized artificial intelligence applications across various domains. These models are capable of tasks such as text generati…
- Crypto Trading Engineering medium ↗2024-06-26
Building a Scalable Backtesting Infrastructure image 1: crypto trading GitHub - temesgen5335/crypto-trading-engineering-scalable-backtesting-infrastructure: This project was driven by the need to provide our client Mela…
- Unlocking the “Why” Behind Unfulfilled Delivery Requests medium ↗2024-06-15
Leveraging Causal Inference for Gokada’s location Optimization In the world of logistics, efficiency is paramount. Yet, pinpointing the root causes behind unfulfilled deliveries can be a complex puzzle. This week, we ta…
- Prompt Tuning For Building Enterprise Grade RAG Systems medium ↗2024-06-08
In part one of this blog series, we embarked on a journey to explore the fascinating world of Retrieval-Augmented Generation (RAG) systems and Automatic Prompt Engineering (APE). We dived into the inner workings of Larg…
- Automatic Prompt Engineering and Evaluation for RAG Systems medium ↗2024-06-05
The world of Artificial Intelligence is constantly evolving, and one particularly exciting area is Retrieval-Augmented Generation (RAG) systems. RAGs combine the power of information retrieval with text generation, maki…
- Empowering Amharic Language with LLMs: Fine-tuning Llama for Text Processing medium ↗2024-06-01
image generated by llama image on HuggingChat Are you curious about using large language models (LLMs) for low-resource languages like Amharic? This blog provides a concise overview of fine-tuning LLMs to unlock Amharic…
- Building a Scalable Data Warehouse for Amharic NLP medium ↗2024-05-26
This blog post details the development of a scalable data warehouse to address the critical need for high-quality Amharic text data. This data is essential for training and refining Natural Language Processing (NLP) mod…
- Ehancing Data Analysis Using Redash Chatbot Extension With LLM medium ↗2024-05-15
Introduction This blog details the development of a user-friendly system for analyzing YouTube data. We aimed to empower users with a conversational interface to extract insights from their YouTube analytics through a R…