Aditya K.

AI Researcher

Pune, Maharashtra, India0 mo experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in leveraging Generative AI for complex problem-solving.
Proven track record in optimizing file system performance with AI.
Strong foundation in AI, Data Science, and Cloud technologies.

Stackforce AI infers this person is a skilled AI Architect with a focus on performance optimization in SaaS environments.

Contact

Skills

Core Skills

Machine LearningPerformance Analysis

Other Skills

API DevelopmentAWS AI ServicesAWS SageMakerAmazon BedrockAmazon Web Services (AWS)Artificial Intelligence (AI)Azure Data FactoryBayesian OptimizationBentoMLBusiness AnalyticsC++Cloud ComputingCommunicationData AnalysisData Science

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Comprinno

AI Architect

Feb 2025 – Present · 1 yr 4 mos · Pune, Maharashtra, India · On-site

Veritas technologies llc

Project Developer

Aug 2024 – Jan 2025 · 5 mos · Pune, Maharashtra, India

I collaborated with Veritas on an AI-driven File System Performance Optimization project aimed at enhancing the efficiency of the EXT4 file system.
The initiative involved the development of a machine learning model designed to identify optimal tunable parameter configurations that would maximize I/O performance.
Utilizing Bayesian Optimization techniques and benchmarking scripts, I conducted an in-depth analysis of performance data, simulating and refining settings dynamically to optimize results.
This project encompassed advanced concepts such as parameter tuning, performance analysis, and data-driven optimization, thereby providing scalable solutions for effective file system management.
It served as a testament to my proficiency in applying AI methodologies for system-level enhancements, showcasing my capacity to resolve intricate challenges through both innovation and strategic collaboration with industry leaders, like Veritas.

Machine LearningPerformance AnalysisBayesian OptimizationFile System ManagementData-Driven Optimization