a
aakashkarthi66

Aakash K

@aakashkarthi66

AI Machine Learning Engineer

India
Hindi, Inglés
Parte de la información aparece en idioma inglés.
Sobre mí
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.... Lee más

Habilidades

a
aakashkarthi66
Aakash K
desconectado • 
Tiempo medio de respuesta: 1 hora

Revisa mis servicios

Escritura de scripts
I will write a python script to automate your task or process your data
DeUSD 15 / proyectoMás información
Programación y tecnología
I will build a rag chatbot that answers questions from your documents
DeUSD 50 / proyectoMás información

Porfolio

Experiencia laboral

Amazon

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