Headline

Decoding Big Data Symphonies: Building ML Solutions (AWS)

About

Cloud Engineer and Developer at Amazon Web Services with hands-on experience in big data systems, cloud infrastructure and applied Machine Learning and GenAI. Skilled in AWS EMR, Spark, Hadoop and building RAG based solutions, with recognition as EMR Hive and Spark Subject Matter Expert and Most Valuable Player within AWS Support Engineering. An ML and AI practitioner with a strong foundation in Machine Learning and Artificial Intelligence. Looking forward to opportunities where I can apply my Big Data and AI expertise to solve real-world problems.

Location

Pune

AI stack

anthropic apis

claude code

claude

codex

deepmind

deepseek

hermes agent

hugging face

inception

kilocode

kimi

kiro

langchain

langgraph

langsmith

mcp

mistral

notebooklm

notion

ollama

openai

openclaw

opencode

perplexity

claudecode

huggingface

Amazon Q Developer

Cline

Dify

Kimi Code

Langflow

LiteLLM

LM Studio

OpenAI Agents SDK

OpenAI Playground

OpenRouter

Vercel AI SDK

Work experience

Cloud Engineer (Big Data) at Amazon, Dec 2023 - Present · 2 yrs 8 mos, Bengaluru, Karnataka, India, Within the vast power of AWS EMR clusters, I help customers translate their big data aspirations into high-performance applications. Harnessing the expertise of PySpark, Hive, Hadoop, JupyterHub, TensorFlow, and MXNet, I architect, manage, and optimize complex deployments. Drawing on experience, I ensure seamless execution and deliver tangible value.

Security Engineer at Amazon, Jun 2024 - Dec 2024 · 7 mos, Hybrid, Worked as a Security Engineer with the AWS SecurityHub Service Team, devloping security controls for a wide range of AWS services, including Redshift, CloudTrail, Lightsail, and PrivateLink, to enhance overall security posture and compliance.

Cloud Support Associate - Big Data at Amazon, Jul 2022 - Dec 2023 · 1 yr 6 mos, Worked as Cloud Engineer with Amazon Web Services Big Data team in Distributed Processing (DIST). AWS - Elastic Map Reduce (EMR)

AI ML Developer at Maharashtra Knowledge Corporation Limited (MKCL), Feb 2022 - Jul 2022 · 6 mos, Pune, Maharashtra, India, Worked as Full Stack developer with VueJS and GoLang for Smart University Framework. Enriching State Applications Features with Statistical Learning and Data Science.

Data Science Intern at VerSe Innovation, Jun 2021 - Jul 2021 · 2 mos, Bengaluru, Karnataka, India, Created NLP models to predict sentiment from user comments on the Josh App Videos. Worked on Gender based Classification model by scrapping websites with web crawler.

Education

Executive Post Graduate Programme in Machine Learning and Artificial Intelligence, International Institute of Information Technology Bangalore

Bachelor of Technology, Information Technology, Bharati Vidyapeeth

Public links

github: https://github.com/advaymehta009

leetcode: https://leetcode.com/advaymehta009