Experience
Education
About
Blogs
Blogs
Experience
Education
About

Varun Ahlawat

AI Systems Architect & Deep RL Researcher
making stuff happen...
SWE, AI systems, multi-agent orchestration, Deep Learning model architectural research.

Experience

1
Late 2025

The Enterprise Platform

$300K LOI lost to co-founder breakup
CofounderSaaS for automating ERP module work
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Parallel Agents
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Min Task Duration
- Specialized ai agents suite: Document Intelligence, Gmail, Calendar, Search Engine, Python Sandbox, SAP, Odoo, Xero, ERPNext, QuickBooks, ...
- Task tree of parallely running agents
- Zero hallucination document intelligence across large databases
- Canvas like frontend (excalidraw, ), with Cursor-like @ mentions
TypeScript
Multi-Agent
Document AI
ERP
2
January 2025 - Present

AI Architecture Research Community

Founder, ResearcherFounded a community focused on architectural approaches to AI systems, developing novel benchmarks and training methodologies.
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in the world to design Fundamental Architectural Benchmark for Continual Learning
- Vision-Action modality testing frameworks
- Trained CTMs, Transformers from scratch
- Taught Deep RL, derived Policy Gradients from first principles
Deep RL
Transformers
Hidden State Memory
CTMs
Benchmarking
3
February 2026, Present

Full Duplex Voice + AI Agents

Team Leadagentic layer for nVIDIA's Persona Plex (voice-language generation model)
- gave nVIDIA's Voice model an agentic tool execution layer, aka Persona-Plex Agent
- VAD, done signal based event driven communication protocol between the background agent and personal plex agent.
TypeScript
Multi-Agent
Document AI
ERP
4
2024, Spring

Semiconductor Optoelectronics Lab

Research AssistantApplied machine learning to spectral analysis for medical diagnostics, developing novel augmentation techniques.
- Minimal KL-Divergence Spectral Augmentation
- 1D CNN with Layer Normalization
- FTIR colitis detection - paper under publication
PyTorch
1D CNN
FTIR
Medical AI
5
2023 - 2025

Rocket Technologies GSU

Founder & PresidentFounded Georgia State's first aerospace organization, building a community around rocketry and space technology.
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Week Lecture Series
- HPR L2 Certification achieved
- Built university's first high-power rocket program
Aerospace
HPR
Leadership
Education

Education

B.S. Computer Science

Georgia State UniversityFocus: Deep Learning, Distributed Systems, SWE

B.S. Computer Science

Georgia State UniversityFocus: Deep Learning, Distributed Systems, SWE

B.S. Computer Science

Georgia State UniversityFocus: Deep Learning, Distributed Systems, SWE

Notable Course Projects

About

The Origin

My obsession with understanding reality began in middle school physics. While classmates memorized formulas, I was deriving them from first principles, often spending days on a single problem until I truly understood the "why."This approach hasn't changed. Whether it's building AI systems, training neural networks, or launching rockets, I refuse to accept black boxes. Every abstraction must be earned through understanding.
SWE, AI Research, and Enterprise Systems