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Dynamic ML engineer with proven skills in LLM fine-tuning and deployment—transforming enterprises with RAG applications, real-time forecasting systems, and computer vision solutions delivering tangible business impact.…

Yash Pareek

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Dynamic ML engineer with proven skills in LLM fine-tuning and deployment—transforming enterprises with RAG applications, real-time forecasting systems, and computer vision solutions delivering tangible business impact.…

Available to hire

Dynamic ML engineer with proven skills in LLM fine-tuning and deployment—transforming enterprises with RAG
applications, real-time forecasting systems, and computer vision solutions delivering tangible business impact.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Machine Learning Engineer at Perimattic

August 31, 2024 - July 22, 2025

Deployed a RAG-LLM chatbot across 10 airports achieving 80% response accuracy and 70% faster replies by fine-tuning LLAMA 2 on enterprise data orchestrating on LangChain. Enabled scalable, secure deployment of 15GB+ enterprise datasets by building an on-prem LLM with biometric authentication using Kubernetes, Docker, and MLflow. Delivered real-time hourly forecasting for airport parking using a full ML pipeline with NeuralProphet and TimescaleDB.

Freelance ML Developer at Freelance

July 31, 2023 - July 22, 2025

Reduced vehicle in-out time and automated charge calculation by deploying a YOLO-based License Plate Recognition system on AWS, achieving a 30% reduction in inference time. Boosted analysis efficiency with up to 5x content compression by deploying transformer-based models to summarize daily news and sales calls. Increased monthly sales by 30% by uncovering customer preferences through sentiment analysis of Amazon reviews, which informed pricing strategy.