Manav Parikh Email & Phone Number

Machine Learning Engineer, MSci, specialised in building data pipelines with language models and traditional ML classifiers. Passionate about evaluating LLMs in real world production.

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  Machine Learning Engineer

  Ampere Analysis

  May 2023 - Present - London, England, United Kingdom

  - Led the technical side for a number of data pipelines across several projects and teams. Primarily, these used LLMs for web browsing, extraction, and classification tasks. The pipelines reduced researcher labelling workload by ~60% and assisted during initial planning stages.- Built the framework supporting LLM use in production. Unique features include: batch prompting which reduced overall cost ~4x from baseline, Pydantic validation, TS typing support, and logit presets. Its detailed… Show more - Led the technical side for a number of data pipelines across several projects and teams. Primarily, these used LLMs for web browsing, extraction, and classification tasks. The pipelines reduced researcher labelling workload by ~60% and assisted during initial planning stages.- Built the framework supporting LLM use in production. Unique features include: batch prompting which reduced overall cost ~4x from baseline, Pydantic validation, TS typing support, and logit presets. Its detailed logging and evaluation capabilities allowed for easy error spotting.- Built dozens of traditional scrapers for automated data collection, some requiring playwright browser automation. Went further by creating a universal web scraper powered by LLMs.- Worked on a Retrieval Augmented Generation (RAG) search app for company PDF reports. Show less