I am Chahla Tarmoun, an AI Engineer with a passion for turning data into practical solutions across finance, healthcare, and market analysis.
I am Chahla Tarmoun, an AI Engineer with a passion for turning data into practical solutions across finance, healthcare, and market analysis. I enjoy collaborating with cross-functional teams to translate complex data and AI models into actionable insights that support risk management, product development, and informed decision-making.\n\nMy experience includes designing and deploying end-to-end ML pipelines, NLP extraction, anomaly detection, and time-series forecasting. I value clear communication and practical impact, and I strive to deliver scalable, data-driven results that reduce manual effort and enable better business decisions.
Contributed to the creation of a new compliance control to detect price manipulation during auction periods, using statistical and anomaly detection indicators. Conducted needs analysis and data assessment with Risk and Compliance, arbitrating trade-offs between data quality, risk coverage, and compliance teams’ operational capacity. Delivered an operational solution reducing manual transaction reviews by 90%, scalable to additional markets.
Developed an end-to-end NLP pipeline for extracting food–disease relationships from 10K+ scientific abstracts, including named entity recognition (NER), linking (NEL), and relation extraction (RE). Fine-tuned Transformer models (BERT, BioBERT) for relationship classification, achieving a 90.9% F1 score and significantly improving information retrieval accuracy.
Built a large-scale web scraping pipeline using BeautifulSoup and Selenium, to collect and structure agricultural pricing data from multiple sources, improving market visibility. Trained and evaluated predictive models to forecast wholesale market prices and analyze margin gaps, providing actionable insights to stakeholders.
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