a
aakashkarthi66

Aakash K

@aakashkarthi66

AI Machine Learning Engineer

Inde
Hindi, Anglais
Certaines informations sont présentées en anglais.
À propos de moi
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.... Plus d’infos

Compétences

a
aakashkarthi66
Aakash K
hors ligne • 
Temps de réponse moyen de 1 heure

Voir mes services

Rédaction de script
I will write a python script to automate your task or process your data
De15 $US / projetPlus de détails
Programmation et Tech
I will build a rag chatbot that answers questions from your documents
De50 $US / projetPlus de détails

Portfolio

Expérience professionnelle

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