Vol. III · MMXXVI · No. 0100:00:00

PRANAYBAGARIA

AI · ML · Inference in motion

5 Layers · 478 Edges · 1000 Signals
Live forward pass · 60 fps
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AI/ML EngineerAI AgentsRAG SystemsFederated LearningFull-Stack BuilderComputer VisionPublished ResearcherBengaluru
AI/ML EngineerAI AgentsRAG SystemsFederated LearningFull-Stack BuilderComputer VisionPublished ResearcherBengaluru
01 — Manifesto
/Approach

I work at the intersection ofresearch, engineering,and design.From RAG agentsto federated learning,every system I ship is builtto be fast, honest, and useful.

02 — About
Pranay Bagaria
/PortraitBengaluru, IN · 2026

A maker of quiet, useful software.

I'm an AI / ML engineer studying at BMS Institute of Technology, where I'm pursuing a B.E. in Artificial Intelligence & Machine Learning (CGPA 8.91).

I build production-grade AI systems — RAG agents, federated learning models, deepfake detectors, recommendation engines — and pair them with full-stack interfaces that respect the user's time. My research focuses on healthcare AI and privacy-preserving ML.

Currently interning at VRB Capital LLC — building Claude-powered automation pipelines for internal operations.

8.91
CGPA
10+
Projects
2
Internships
99.7%
Best AUC
03 — Experience

Things I've shipped for others.

/01Mar 2026 — Apr 2026

VRB Capital LLC

AI Automations & IT Systems Intern · Remote

  • Built Claude-powered automation pipelines for internal operations.
  • Integrated Zoho Bigin CRM with custom Python workflows.
  • Maintained cPanel infrastructure and ChatGPT-assisted tooling.
Claude APIPythonZoho BigincPanel
/022024 — Present

Independent Research

Healthcare AI · Federated Learning · Bengaluru, IN

  • Lead author — Early Detection of Neonatal Sepsis using FL (AUROC 0.894).
  • Co-author — Medical Image Analysis using Deep Learning (book chapter).
  • Ongoing — AI & Big Data in Congenital Heart Disease.
PyTorchFederated LearningViTConvNeXt
— END —
04 — Selected work

Ten projects from the archive.

/Now showing2026
01
LLM · RAG Systems
05 — Toolkit

What I reach for.

Languages
PythonTypeScriptJavaScriptJavaC++CKotlin
AI · LLM
Claude APIGeminiGroq · Llama-3Llama-2RAGFAISSHuggingFace TransformersAI Agents
ML · DL
PyTorchTensorFlowScikit-learnXGBoostNumPyPandasMatplotlibONNX RuntimeFederated Learning
Frameworks
Next.jsReactFastAPISpring BootNode.jsStreamlitFlutterTailwind CSS
Data
MySQLMongoDBSupabasePostgreSQLFAISS (vector)
Tools
Git / GitHubDockerJupytercPanelZoho BiginONNX Runtime
06 — Contact

Have a projectin mind?Let's talk.

© 2026 Pranay Bagaria — All rights reserved.