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Aakash K
@aakashkarthi66
AI Machine Learning Engineer
India
Hindi, Inglese
Chi sono
I am an AI & Machine Learning Engineer with 2 years of experience at Amazon Development Centre, specializing in LLM training pipelines, RAG, and large-scale data engineering workflows. I have expertise in developing enterprise LLM systems and managing the end-to-end ML lifecycle. Developed a full-stack web application that serves a deep learning model to provide real-time predictions. The system handles end-to-end data flow, from user input to model inference and result visualization.
Competenze
Aakash K
offline •
Tempo di risposta medio: 1 ora
Consulta i miei servizi
Scripting
I will write a python script to automate your task or process your data
Programmazione e tecnologia
I will build a rag chatbot that answers questions from your documents
Portfolio
Esperienza lavorativa
Machine Learning Data Associate-2
Amazon
Mar 2025 - Nov 2025 • 8 mos
Engineered high-quality structured datasets for enterprise-scale LLM systems, ensuring data integrity and scalability. Optimized embedding generation and vector retrieval pipelines for RAG workflows, increasing retrieval accuracy and efficiency. Designed and automated evaluation benchmarks to measure hallucination rates and output consistency, improving model reliability. Built robust data validation layers that enhanced model generalization and stability across diverse domains. Improved annotation consistency and reduced dataset noise through systematic validation processes. Enhanced evaluation precision by identifying and addressing rare edge-case model failures. Contributed to ML deployment pipelines integrated with CI/CD systems, streamlining production releases
