Welcome to my corner of the internet!
I'm Amiya Pani — a Data Engineer and AI Specialist based in Mumbai, India, with over 8 years of experience building data pipelines, intelligent automation systems, and AI-powered applications.
Why a Blog?
I've spent years solving complex data engineering challenges, designing automation frameworks, and deploying machine learning models in production. Along the way I've accumulated a lot of lessons — things I wish I'd known earlier, patterns that work, pitfalls to avoid.
This blog is where I'll share that knowledge.
What to Expect
Here's what I plan to cover:
- Data Engineering — ETL pipeline design, Databricks, Snowflake, AWS Glue, Apache Airflow tips and patterns
- AI & GenAI — Practical applications of LLMs, RAG pipelines, prompt engineering, OpenAI API integration
- Python Automation — Scripts, patterns, and real-world automation use cases
- RPA & Intelligent Automation — UiPath, Power Automate, Alteryx workflows
- Career & Tools — Tools I use, lessons from enterprise projects, and thoughts on the data landscape
A Bit About Me
Currently a Lead Analyst at Crisil Limited, working with clients like Allianz Global Investors and Citi Bank on performance reporting automation, ETL pipelines, and risk analytics.
Previously at JP Morgan, Capgemini, ACL Digital, and Healthmeter — building everything from HR chatbots and IVR systems to regulatory reporting automation and inventory management with computer vision.
I hold certifications in AWS, Azure AI, Snowflake, Neo4j, UiPath, and more — and I'm currently pursuing an MBA in Business Analytics.
Stay tuned — first technical post coming soon. In the meantime, feel free to reach out on LinkedIn or drop me an email.