Hi, I'm Mahavir
DATA ENGINEER
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[ ABOUT_ME ]
Hi, I'm a data engineer who enjoys working behind the scenes — building the systems that make data move, talk, and tell stories. I graduated from a place called BITS Pilani in 2023, and ever since, I've been having a lot of fun working on personal and professional projects around data engineering and cloud systems.
I mostly work with Python, SQL, Azure, and cloud data warehousing tools — with an ever-growing toolkit that stretches into big data, machine learning, and AI. I enjoy solving problems that don't come with step-by-step guides, and I'm always curious about how complex systems fit together.
These days, I'm focusing more on backend data architectures and scaling systems that deal with massive amounts of information — the kind of work that's invisible when it works right (and unforgettable when it doesn't).
[ DIGITAL_ARTIFACTS ]
Production systems, AI platforms, and engineering experiments
Kanban Taskboard
A cloud-backed Kanban application for organizing tasks, tracking progress, and visualizing productivity through interactive workflow analytics.
fit
A lightweight fitness tracking application for logging workouts against a seven-day plan and visualizing training consistency over time.
Enterprise AI Context Engineering
An enterprise context layer for AI-powered data engineering, combining data connectivity, reusable skills, tools, context files, and agentic workflows to ground AI systems in enterprise data.
Project-to-GL Reconciliation
Enterprise financial reconciliation infrastructure consolidating eight manual reports into a unified platform processing 1B+ financial records daily for audit-ready reporting.
Databricks → Snowflake Modernization
Large-scale modernization of enterprise ETL workloads, migrating 400+ production PySpark notebooks to Snowflake and rebuilding 11 API-driven ingestion pipelines.
AI Data Lifecycle Companion
A reusable enterprise framework for building AI-powered data engineering solutions through modular skills, guardrails, MCP integrations, and agent workflows.
AI Research Scout
A RAG-based research platform that discovers, retrieves, summarizes, and organizes technical literature using LLMs and semantic search.
Small Data
An AI-powered data analysis assistant that turns datasets into summaries, exploratory analysis, and useful insights through a conversational interface.
Physics Hyperion
An interactive physics simulation exploring particle interactions, gravitational fields, and mathematical models through real-time browser visualization.
Echo Journal
An AI-assisted journaling application using natural language processing and sentiment analysis to help users reflect on journal entries and identify patterns over time.
[ CHRONICLES ]
Sequential visualization of milestones
[ SKILLS ]
Cognitive architecture and technical ecosystem
Data Engineering & Warehousing
Streaming & Real-Time
Orchestration & DataOps
AI / GenAI Systems
Cloud & Infrastructure
Languages & APIs
[ SIGNALS ]
Establish a connection to the neural network