AAYUSH GUPTA

Passionately curious.

Consultant · AI Researcher · Having fun

Chapter 01 — Career
Full-Time
HighLevelStaff Software Engineer2025 — present
Conversation AI platform. Modular bot framework powering omnichannel engagement. Cut failed interactions by 35%.
xAIBackend Engineering Specialist2025
Eval infrastructure for Grok-4. High-signal training data and adversarial test cases feeding RLHF reward modeling.
CoupangSDE III2024 — 2025
Air-gapped RAG on fine-tuned LLaMA/Qwen. End-to-end parcel visibility processing 70M events/day.
AtlassianSDE II2022 — 2024
JIRA cloud migration 87% → 95% success rate. Built customer feedback ecosystem across every major platform.
Disney+ HotstarSDE II2021 — 2022
CMS re-architecture: RDBMS to Document DB. Unified multi-tenant storage serving downstream services.
ZomatoSDE I → II2019 — 2021
5B streaming events/day on Flink. Geo-services across 250M spatial points. Restaurant recommendation engine.
Consulting
Strategy&AI Consultant · Middle East2024 — present
AI-powered governance for UAE, Saudi, Qatar, Bahrain. Compressed 15-person, 4-month policy cycles to 1 person, 3 days. Built 7 tools — causal system mapping, impact analysis, sludge audits, risk intelligence.
KHDA · Dubai GovtAI Consultant2024 — present
Built the decision intelligence layer for Dubai's education authority. Every policy lever traced to measurable outcomes — governance intuition made computable.
Property FinderAI Consultant2024
Multi-agent simulation framework for real estate price forecasting under probabilistic scenarios.
Internships
aAmazonSDE Intern2018
UnacademySWE Intern2019
WingifySWE Intern2018
Chapter 02 — Research
Five papers. Four domains.
01Social Digital TwinsLLMs as population-scale prediction engines
02ReliabilityBenchChaos engineering meets LLM evaluation
03Fact Grounded Attention6.3% → 99.7% accuracy, zero retraining
04Contextual Integrity VerificationPrompt injection, algebraically impossible
05Cold-RLOffline RL for NGINX at 500μs latency
explore full portfolio →
Chapter 03 — Philosophy

"What would you do if you get enough? Enough of everything?"

I'd still be doing exactly this. Building things that matter, publishing what I learn, and treating every problem like a puzzle I get to solve.

My competitive advantage? I'm having fun.

Research
full portfolioarXiv
Connect
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