Headline

Data Engineer | Cloud Data Platforms & Warehouses | Medallion Architecture, AWS, PySpark, Snowflake, dbt, PostgreSQL

About

I build data systems that don’t just function — they deliver measurable impact at scale. Currently, I work as a Software Engineer designing and architecting data-driven platforms used by students across universities. I helped build and scale a production-grade system that enables large-scale ML workloads, integrating Kafka, Dockerized sandbox environments, PySpark, and PostgreSQL to support reliable, high-performance data processing. My focus is on creating systems that are: • Scalable enough to support thousands of users • Reliable under real-world production workloads • Architected for long-term maintainability • Designed to turn raw data into actionable insights Beyond backend development with Node.js and Python, I’ve contributed to system architecture decisions, event-driven integrations, and distributed data workflows — improving platform performance and reliability. I operate at the intersection of Software Engineering and Data Engineering, with hands-on experience in RESTful APIs, event streaming (Kafka), containerized infrastructure, distributed processing, and ML-driven systems. If you're looking for someone who can design and scale modern data infrastructure that supports real users and real outcomes — let’s connect.

Location

Bengaluru

AI stack

antigravity

gemini

geminicli

hermes agent

mcp

huggingface

Work experience

Software & Data Engineering Consultant at Freelance, Jul 2026 - Present · 3 mo, Bangalore Urban, Karnataka, India, Delivered end-to-end software development and data solutions for multiple SME clients, ranging from backend utilities to analytics workflows. ​Automated manual client workflows using Python scripting, third-party API integrations, and database migrations. ​Gathered client specifications directly, architecting scalable solutions and delivering projects on fixed milestone timelines.

Software Engineer at OpenTurf Technologies, Apr 2025 - Jun 2026 · 1 yr 3 mos, Bengaluru, Karnataka, India, • Led the engineering of a multi-tenant data platform on AWS EKS, utilizing Kafka, PySpark, and PostgreSQL/MySQL. • Developed backend data services in Node.js for a tier-one telecom giant's CDR analytics portal. • Collaborated on data schema design to support processing millions of event records, enhancing real-time network performance tracking with Grafana.

Data Analyst at Namaste IT Products and Solutions, May 2024 - Mar 2025 · 10 mo, Kochi, ​Developed and automated end-to-end data pipelines and scheduled SQL extract scripts to support business reporting. ​Built interactive dashboards and KPI reports that translated complex business metrics into actionable operational insights. ​Executed comprehensive exploratory data analysis (EDA) and data cleansing to improve data accuracy and reporting consistency across systems. ​Partnered with product and engineering teams to identify schema anomalies and streamline weekly reporting workflows.

Data Analyst Intern at Thriftizer Solutions LLP, Feb 2024 - Apr 2024 · 3 mos, Bengaluru, Karnataka, India, • Analyzed web traffic using Google Analytics to derive actionable insights for marketing strategies. • Utilized Looker Studio for data visualization, enhancing the clarity of traffic monitoring reports. • Collaborated on SEO initiatives to improve the online presence of e-commerce sites, resulting in increased visibility.

Education

Master of Science - MS, Data Science, Christ University, Bangalore

Bachelor of Science - BS, Computer Science with Data Analytics, PSG College of arts and science

Public links

github: https://github.com/AshwinPradeep01

my-portfolio-60o.pages.dev: https://my-portfolio-60o.pages.dev/