Alain Aze

Senior Data Scientist @Adobe

US

Hands-on Presales Expertise in AI/ML as I collaborated with major analytics projects to design and implement tailored AI solutions, enhancing client engagements and operational success. Developing a PoC on document question-answering/matching for long audit procedures documents using Langchain, longformer, Milvus, AutoGPT, FAISS & Cohere APIs A digital coach in audit process which aims to provide semantic search and re-ranking in Audit guidence documents using Cohere, Azure Openai, Azure Cognitive Search A PoC on Auditor performs risk assessment of an entity’s business using various industry internal and external factors to identify overall financial position using Azure Openai, Azure Cognitive Search & Falcon 7B models. Scrapping input from Audit guidance standards like FASB, SEC Regulations, AICPA. Configure API keys & preprocess input documents like read, split/chunking Storing and indexing vectors in vector DB – Azure CognitiveSearch & FAISS Vector embeddings using sentence embeddings like Ada, Davinci, SentenceBERT Document matching, re-ranking documents Data summarization using LLM models GPT-3.5 turbo, GPT-4 & Falcon 7B Fine-tune LLM models GPT-3.5 turbo, GPT-4 & Falcon 7B Validating prompts using Azure OpenAI documentation Architect & deploy CI/CD pipelines using Azure Devops & Github Actions Deploy Chat app into Azure production environment Validating prompt drift processes Review models deployment processes in production environment – AWS Sagemaker Understanding problem definitions and offer AI/ML solutions to end clients Tracking and leading day-to-day client deliverables with internal and client teams.

University of Ottawa

Master of Engineering - MEng, Mechanical Engineering