KAPIL DAGUR kapildagur

██╗  ██╗ █████╗ ██████╗ ██╗██╗         ██████╗  █████╗  ██████╗ ██╗   ██╗██████╗
 ██║ ██╔╝██╔══██╗██╔══██╗██║██║         ██╔══██╗██╔══██╗██╔════╝ ██║   ██║██╔══██╗
 █████╔╝ ███████║██████╔╝██║██║         ██║  ██║███████║██║  ███╗██║   ██║██████╔╝
 ██╔═██╗ ██╔══██║██╔═══╝ ██║██║         ██║  ██║██╔══██║██║   ██║██║   ██║██╔══██╗
 ██║  ██╗██║  ██║██║     ██║███████╗    ██████╔╝██║  ██║╚██████╔╝╚██████╔╝██║  ██║
 ╚═╝  ╚═╝╚═╝  ╚═╝╚═╝     ╚═╝╚══════╝    ╚═════╝ ╚═╝  ╚═╝ ╚═════╝  ╚═════╝ ╚═╝  ╚═╝

Backend Engineer · Open Source Contributor · Agentic AI Enthusiast

`$ whoami`

class KapilDagur:
    role        = "Software Engineer @ SurePass Technologies"
    experience  = "3+ years"
    location    = "Noida, India"
    education   = "M.Tech CSE @ AKTU (2026, 8.29 CGPA) · B.Tech CSE (2024)"

    expertise   = [
        "Scalable RESTful APIs",
        "RBI Account Aggregator & Consent Systems",
        "Multi-tenant SaaS Platforms",
        "Agentic AI & Model Context Protocol (MCP)",
        "Open Source Contributions",
        "DevOps & CI/CD Automation",
    ]

    currently_building = [
        "fastapi-tenancy  →  Enterprise multi-tenancy library (PyPI)",
        "MCP-powered AI agents bridging LLMs with real-world services",
    ]

    fun_fact = "2 commits merged into SQLAlchemy — Python's most-used ORM 🐍"

`$ cat /metrics/impact.log`

Metric	Result
⚡ API Response Time	800ms → 250ms (70% faster)
🐛 Production Bugs	Reduced by 35%
🚀 Deployment Time	Cut by 60%
📈 Concurrent Requests	Scaled 3×
👥 Users Served	10,000+ concurrent
🔧 SQLAlchemy Commits Merged	2 (released in 2.1.0b1)
📦 PyPI Packages Published	1 production-ready
🧪 Test Coverage	85–95% across projects

`$ ls -la /tech-stack/`

Languages & Runtimes

Backend Frameworks

Databases & ORMs

DevOps & Cloud

Fintech / Account Aggregator

Agentic AI & MCP

`$ cat /projects/featured.json`

🏗️ fastapi-tenancy — PyPI Published

Enterprise-grade multi-tenancy library for FastAPI

pip install fastapi-tenancy

4 isolation strategies — schema-per-tenant, DB-per-tenant, RLS, hybrid
Async-first — AsyncSession, contextvars, zero blocking I/O
Auto dialect detection — PostgreSQL, MySQL, SQLite, MSSQL
95%+ test coverage · JWT Auth · Alembic migrations

🤝 SQLAlchemy — Open Source Contributor

Contributor to Python's most widely used ORM

Raised a clear error for PostgreSQL ENUM/DOMAIN types using a reserved name — issue #12761, PR #12822
Expanded inline PEP 484 type coverage in sqlalchemy.sql.base — issue #6810, PR #12707
Both merged through SQLAlchemy's Gerrit workflow and released in 2.1.0b1

`$ cat /experience/timeline.md`

[Apr 2026 – Present]  Software Engineer @ SurePass Technologies Pvt. Ltd.
                      ├── finpass.ai  →  Account Aggregator subsidiary · NBFC lending clients
                      ├── Consent system for the RBI Account Aggregator flow
                      ├── Multi-AA vault  →  secure financial-information storage
                      ├── Multi-AA / TSP integration for uninterrupted AA delivery
                      └── Bank statement analyzer  →  faster + lower running cost

[Apr 2024 – Apr 2026]  Python Backend Developer @ In2IT Technologies Pvt. Ltd.
                      ├── iProvision  →  Network mgmt platform · 10,000+ concurrent users
                      ├── iDashboard  →  Apache Superset successor · live data streaming
                      ├── ProWatch    →  Enterprise access control · real-time event pipelines
                      └── 70% API speedup · 3× concurrent scale · 35% fewer prod bugs

[Jun 2023 – Dec 2023]  Backend Developer (Node.js/Python) @ CodeQuotient Pvt. Ltd.
                       ├── REST APIs in Node.js, Express.js, Django REST Framework
                       ├── 40% query time reduction · 99.5%+ uptime · ELK monitoring
                       └── Mentored 3 junior developers · established code review workflows

`$ cat /interests/agentic-ai.txt`

I'm deeply passionate about Agentic AI and Model Context Protocol (MCP) — the emerging paradigm where LLMs don't just answer questions but act on the world through tools and real-world service integrations.

My focus areas:

🧠 LLM Tool Use & Function Calling — structuring agents that reason and execute
🔗 MCP Server Design — bridging models to APIs, databases, and enterprise systems
🤖 Autonomous Workflows — building systems where AI closes the loop

"The future isn't AI that talks — it's AI that does."

`$ ./certifications --list`

Badge	Certification
	HackerRank Software Engineer
	HackerRank SQL (Intermediate)
	HackerRank Problem Solving (Intermediate)
	IBM Python for Data Science
	SQL and Relational Databases 101

`$ cat /oss/organizations.md`

⚡ FastAPI Extensions — Founder & Maintainer

An open-source community maintaining production-grade FastAPI extension libraries — built to the standards of the FastAPI ecosystem.

Project	Description	Status
fastapi-tenancy	Enterprise multi-tenancy library · 4 isolation strategies · async-first

🚧 More extensions coming — contributions and ideas welcome!

`$ ping kapildagur`

Pinging kapildagur... response received ✅

I'm always open to collaborating on open source Python projects, discussing backend architecture, or exploring Agentic AI / MCP ideas.

"First, solve the problem. Then, write the code." — John Johnson

Navigation Menu