Writing
A Film By

KUNAALBoggavarapu Yuva Satya Kunaal — AI Engineer, Multi-Agent Systems Builder & SaaS Founder

Engineer · Systems Builder · Founder

A B.E. AI & Data Science graduate from CBIT, founder of SQLumina, and builder of production-grade systems across AI pipelines, data engineering, automation, and SaaS.

Scroll — the feature begins
001 — The Director

Systems that think. Products that ship.

Boggavarapu Yuva Satya Kunaal is an AI & Data Science engineer who doesn't prototype and move on — he designs, builds, ships, and owns end-to-end systems. From multi-agent AI pipelines to production-grade SaaS with real users, the work spans the whole reel: idea → architecture → launch.

ROLEAI Engineer · Founder
MODEIndependent · Self-directed
BASEHyderabad, India · UTC+5:30
STATUSOpen to opportunities
002 — Selected Filmography

The Features

SELECTED WORKS · LIVE / OPEN SOURCE / COMPLETE
01SQLumina2026
DEPLOYED · PRE-LAUNCHLarge-Scale SaaS · Feature · 2026

SQLumina

A full structured SQL learning ecosystem — schema-aware lessons, practice environments, progressive challenges, and intelligent guidance. Built from the ground up to be the definitive place to master SQL. Production-grade SaaS architecture. Deployed; launch incoming.

SaaSFull-StackSQL LearningProduction Architecture
02AI Interview SDK2026
03Repository File Count2026
04Habit Ink2026
05AI Flowchart Studio2026
06CommitAI2026
07Kunaal's Illustrations2026
08Query Forge AI2025
09AnalyzeQuestion2025
10ERP Intelligence Engine2025
11ChatWithPDF2025
12AI Voice Desktop Assistant2025
13Automation Systems2025
DEPLOYED · PRE-LAUNCHLarge-Scale SaaS · Feature · 2026

SQLumina

A full structured SQL learning ecosystem — schema-aware lessons, practice environments, progressive challenges, and intelligent guidance. Built from the ground up to be the definitive place to master SQL. Production-grade SaaS architecture. Deployed; launch incoming.

SaaSFull-StackSQL LearningProduction Architecture
003 — Below The Line

The Craft

DIRECTION
AI / LLM Engineering
Multi-Agent OrchestrationPrompt EngineeringLLM Integration (Web Apps)OllamaClaude · Gemini · GPTMistral · LLaMA · Gemma 4
CINEMATOGRAPHY
Frontend & Full-Stack
HTMLCSSJavaScript (ES6+)Vibe CodingClaude Code · Codex · LovableGlassmorphic UIDark/Light ThemingSSE
PRODUCTION
Backend & APIs
PythonFastAPIFlaskRESTSocket.IOGunicorn
EDITING
Data & Analytics
PythonSQLPandasNumPyETL PipelinesOCR
GRIP & ELECTRIC
Automation & Workflows
Workflow AutomationMake.comn8n (basic)TwilioTelegram Bot
SOUND & STORAGE
Databases & Infra
MySQLSQLiteNeonSupabaseFirebaseVercelRenderDockerGitGitHub
004 — Production History

The Shooting Schedule

From the opening frame to the feature — school, CBIT, and the work that followed.SCROLL TO ADVANCE →

2020
Opening Frame

10th Class — 10 / 10 CGPA · Sri Chaitanya Techno School

2021–22
Establishing Shots

Intermediate, MPC — 970 / 1000 · Sri Chaitanya Junior Kalasala

2022
Principal Photography

Began B.E. AI & Data Science · CBIT

2025
First Cut

First build wave — NL→SQL & RAG engines, OCR pipelines, a voice agent, and automation systems

2026
Going Wide

AI Interview SDK (open source · 10 npm packages) · Repository File Count · AI Flowchart Studio · CommitAI · Habit Ink

2026
Critical Acclaim

First peer-reviewed publication — "GodForge" — Springer, Lecture Notes in Networks and Systems (ICTCS 2025)

2026
Final Grade

Graduated CBIT — 9.16 / 10 · First Class with Distinction

Now
The Feature

SQLumina deployed — large-scale SQL learning SaaS, launch incoming

005 — Official Selection

Laurels & Honors

TOP 18%LeetCode · 200+ Problems Solved
5★ MASTERHackerRank · Python
4★HackerRank · Problem Solving
2★ RATEDCodeChef
BADGEdev.to · Gemma 4 Challenge
9.16 / 10B.E. AI & DS · CBIT
CERTIFIEDIBM · Infosys · NASSCOM
CERTIFIEDSalesforce · IIT Hyderabad
006 — In The Trades

Published Work

Beyond the shipped work — peer-reviewed research, in print.

PEER-REVIEWED30 July 2026 · pp. 369–386

GodForge: A Hybrid Multi-agent Framework for Execution-Driven Workflow Automation in Visual Studio Code

Boggavarapu Yuva Satya Kunaal (author)

Intelligent Strategies for ICT — Proceedings of ICTCS 2025, Vol. 7
Lecture Notes in Networks and Systems, Vol. 1983 · Springer, Cham
Dept. of Artificial Intelligence & Data Science, CBIT (A), Hyderabad

The increasing availability of Large Language Models (LLMs) has drastically changed AI-assisted coding, yet most tools — including GitHub Copilot — only provide suggestions, forcing developers to complete everyday workflow tasks, such as file management, Git commands, and document updates, without execution assistance. This paper presents GodForge, a Visual Studio Code extension that closes this execution gap with an applied, safety-first automation framework. GodForge uses a hybrid multi-agent architecture: deterministic logic executes structural tasks, such as file edits, branch creation, or commits, with sub-second reliability, while LLMs are used with selective motivation-only allowing README creation — using a structured prompt and protective error handling. A cross-agent, snapshot-based undo process helps ensure that anything executed can be reverted back, addressing any trust barriers that may come with AI task execution. GodForge is evaluated on real-world developer workflows for reliability, and the way it can be embedded into the IDE leads to a reliable, native automation method with consideration for trust and safety. GodForge is a pragmatic means of shifting from a passive suggestion to accountable execution, trusting AI collaboration on software engineering tasks.

Multi-Agent SystemsLLMsVS Code ExtensionDeveloper ToolingHuman-AI Trust
Read the PaperDOI: 10.1007/978-3-032-31119-1_35
007 — End Credits

Let's make something worth screening.

Directed By·Kunaal
Written By·Kunaal
Engineered By·Kunaal
Shipped By·Kunaal
Now Casting·GenAI · Data · Full-Stack Roles
FIN
© 2026 Boggavarapu Yuva Satya Kunaal · Independent Production