Othman B.

• Built the retrieval pipeline and evaluation framework for a chatbot RAG application

• Designed indexing & NLP solutions to curate the knowledge base

• Conducted deep-dive analyses of customer cases to identify & address common issues

• Supported data science teams in improving a forecasting model & recommender system

• Hired AI-focused data and QA engineers

• Contributed to strategic planning for integrating AI & ML across the company

affiliate.ai is a leading AI affiliate marketing platform, dedicated to optimizing productivity for marketing managers. I contributed significantly to the development of an advanced Retrieval-Augmented Generation (RAG) application integrated into Slack and MS Teams bots.

• Implemented and integrated LLM features using LangChain (function calling)

• Designed RAG architectures having data sources from both structured formats, such as SQL and APIs, and unstructured texts.

• Developed an LLM evaluation framework using LangSmith

• Built and maintained ETL data pipelines for integrating major Affiliate Network APIs, including Awin, Impact, CJ, Rakuten, and ShareASale, ensuring efficient data retrieval and processing.

• Played a crucial role in product decisions, both and

• Conducted a benchmark of Large Language Models and generative AI solutions.

• Identified potential use cases for generative AI and interacted with various LLM APIs.

• Prototyped a semantic search engine that allowed for chat functionality with PDF files.