Hi, I'm Mahavir

DATA ENGINEER

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[ ABOUT_ME ]

profile.exe
user@neural-net:~$ cat profile.txt

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

view_kanban Live System

Kanban Taskboard

A cloud-backed Kanban application for organizing tasks, tracking progress, and visualizing productivity through interactive workflow analytics.

React TypeScript Firebase
fitness_center Live System

fit

A lightweight fitness tracking application for logging workouts against a seven-day plan and visualizing training consistency over time.

hub Technical Showcase

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.

Snowflake Python Cortex Agentic AI
account_balance Production System

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.

Snowflake ADF Control-M SQL
swap_horiz Platform Migration

Databricks → Snowflake Modernization

Large-scale modernization of enterprise ETL workloads, migrating 400+ production PySpark notebooks to Snowflake and rebuilding 11 API-driven ingestion pipelines.

Snowflake PySpark Python Agentic AI
account_tree Framework

AI Data Lifecycle Companion

A reusable enterprise framework for building AI-powered data engineering solutions through modular skills, guardrails, MCP integrations, and agent workflows.

Python LLMs MCP Agentic AI
search_insights Live System

AI Research Scout

A RAG-based research platform that discovers, retrieves, summarizes, and organizes technical literature using LLMs and semantic search.

FastAPI PostgreSQL Redis RAG
dataset Live System

Small Data

An AI-powered data analysis assistant that turns datasets into summaries, exploratory analysis, and useful insights through a conversational interface.

FastAPI Pandas LangChain OpenAI
science Live System

Physics Hyperion

An interactive physics simulation exploring particle interactions, gravitational fields, and mathematical models through real-time browser visualization.

WebGL JavaScript Physics Engine
psychology Live System

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.

React Python NLP

[ CHRONICLES ]

Sequential visualization of milestones

[ SKILLS ]

Cognitive architecture and technical ecosystem

database

Data Engineering & Warehousing

Snowflake Databricks Apache Spark / PySpark dbt (Core & Cloud) Delta Lake / Apache Iceberg ETL / ELT Pipeline Design Dimensional & Data Vault Modeling Lakehouse Architecture
bolt

Streaming & Real-Time

Apache Kafka Apache Flink Spark Structured Streaming AWS Kinesis / Event Hubs CDC (Debezium, Fivetran) Event-Driven Architecture Real-Time OLAP (ClickHouse, DuckDB)
account_tree

Orchestration & DataOps

Apache Airflow Dagster / Prefect Control-M Great Expectations / Soda Data Contracts & Lineage Data Observability CI/CD for Data (GitHub Actions, Jenkins)
neurology

AI / GenAI Systems

LLM Integration (OpenAI, Anthropic, Cortex AI) RAG Architectures LangChain / LlamaIndex Vector DBs (Pinecone, pgvector, Weaviate) Model Context Protocol (MCP) Agentic & Multi-Agent Pipelines Evaluation & Guardrails NLP / OCR Pipelines
cloud

Cloud & Infrastructure

AWS Azure (ADF, Synapse, Fabric) GCP (BigQuery, Dataflow) Kubernetes & Helm Docker Terraform (IaC) Serverless (Lambda, Functions)
code

Languages & APIs

Python SQL (Advanced / Window Functions) Rust Go Bash / Shell FastAPI / Flask REST / GraphQL APIs Streamlit / Power BI

[ SIGNALS ]

Establish a connection to the neural network

contact_me.sh
user@neural-net:~$ ./contact_me.sh