Anan Ashraf

AI Engineer Intern (SEA-LION) at AI Singapore

Engineered prompt guidelines for QC teams to generate culturally grounded datasets; supported RLHF preference ranking; conducted R&D on post-training data strategies and LLM-as-a-Judge evaluation frameworks; localized benchmarks MT-Bench, XNLI, IFEval, XCOPA into Southeast Asian languages.

Data Scientist II at Fractal.ai

Deployed and automated CI/CD production ML pipelines on GCP Vertex AI using Cloud Build for pricing and promotion optimization for a Fortune 500 client; implemented data quality validation and monitoring across enterprise datasets; extended internal GenAI platform by integrating MySQL, MariaDB and Postgres for structured data reasoning and a conversational memory; built GenAI proofs-of-concept for BFSI use cases including financial chatbot systems and automated narrative generation pipelines.

Data Scientist I at Fractal.ai

Engineered core components on an internal GenAI platform (Python, LangChain, HuggingFace) applying LLMs to structured enterprise datasets; benchmarked performance; scaled a lumber production planning system using XGBoost and Random Forest on AWS SageMaker; automated data pipelines reducing manual effort by 85%; improved NLP duplicate-invoice detection; built VAT engine and tax forecasting; consulted for international Fortune 500 clients; designed a Streamlit-based resume ranking system.