Architecting Scalable
Data Ecosystems.

Building the infrastructure between raw data and intelligent action.
Specialist in high-velocity ETL, Cloud Data Warehousing, and AI-driven automation.

Professional DNA (The Engineering Pillars)

01

The Scalability Architect

Focusing on end-to-end ETL/ELT frameworks, transforming petabyte-scale noise into governed assets in Snowflake and AWS Redshift.

02

The Observability Evangelist

Treating 'Data-as-Code.' Implementing DQ frameworks and automated monitoring using Python and Airflow to ensure 99.9% uptime.

03

The AI & Edge Innovator

Integrating LLMs into workflows via OpenClaw agents and engineering full-stack Raspberry Pi clusters at the edge.

Career Logistics

2021 - Present

Amazon.com

Business Intelligence Engineer II & Business Analyst II

Spearheaded scalable data models reducing delivery delays by 70% and cut pipeline runtimes by 60%. Designed metrics to mitigate buyer abuse and developed extensive ETL workflows in Python & AWS.

2020 - 2021

Guardhat Inc.

Solutions & Data Engineer

Managed technical product deployment and developed UWB device data extraction programs for COVID-19 Contact Tracing safety solutions.

2019 - 2020

iConsult JOB-IQ

Data Engineer & App Development Lead

Developed the Job-IQ Portal serving 25K+ students. Built Python web scrapers and complex NoSQL/SQL ETL pipelines.

2015 - 2017

Cognizant Technology Solutions

Software Engineer

Developed "Model Eye," a comprehensive risk management platform serving 8,000+ banking users.

Academic Architecture

Syracuse University

M.S. Information Management (Data Science)

2018 - 2020

SRM University

B.Tech Information Technology

2011 - 2015

Treating pixels as structured data.

ChitrAI.Studio Core

S3 Lake
Python ETL
AI Agents

Technical Architecture

Category
Core Competencies (Expert)
Frameworks & Cloud (Proficient)
Languages
Python (Advanced), SQL (Expert), Bash/Shell
Java, Scala, YAML, Markdown
Data Platforms
Snowflake, AWS Redshift, Databricks
MongoDB, PostgreSQL, SQLite
Cloud (AWS)
S3, Lambda, EC2, Glue, Step Functions
Athena, Kinesis, IAM, CloudWatch
Orchestration
Apache Airflow, GitHub Actions
Cron, AWS EventBridge
AI & Automation
OpenClaw (Custom Agents), LLM Orchestration
LangChain, OpenAI API, Prompt Eng.
Data Modeling
Star/Snowflake Schema, Dimensional Modeling
ER Diagramming, Schema-on-Read/Write
BI & Visualization
Tableau, Amazon QuickSight
Power BI, Matplotlib, Seaborn
Hardware/Edge
Raspberry Pi (Linux/Server management)
IoT Ingestion, Edge Processing

The Labs

OpenClaw Agents

AI

Autonomous agents for Stock Market Research and Job Search Automation.

Raspberry Pi System

Live

T-Mobile Bill Splitter

Uptime: 99.8%
PDF Parsing: Active

Through The Lens

Precision in data, perspective in art.

Developer Logs

README.md — The Architect & The Observer
Ayush Pramod Kumar
Location: Bellevue, WA
Current Project: ChitrAI.Studio
Co-Pilot: Tyson (Husky)

> "Based in the Pacific Northwest, I am a Data & Business Enthusiast with a decade-long obsession with how information moves. My career has been defined by a transition from interpreting data (BI) to architecting the very systems that govern it."

> "When I’m not optimizing TB-scale pipelines in Snowflake or building AWS-native ecosystems, I’m usually exploring the intersection of software and physical hardware. Whether it's deploying a custom billing utility on a Raspberry Pi cluster or engineering OpenClaw—my suite of autonomous AI agents—I treat code as a tool for personal and professional liberation."

> "My perspective is shaped by the lens of a Canon R6 Mark II. Photography taught me that the smallest detail defines the whole—a philosophy I carry into my data schemas and system architectures."

> "When the screens are off, you’ll find me exploring the trails of Washington with my Husky, Tyson, or experimenting with the perfect Paneer Tikka recipe. I believe the best engineering is like the best photography: invisible, impactful, and precisely composed."