01 / The foundation
Singapore.
Learning to build things that last.
From studying AI at SMU to shipping models and systems at Dentsu, Micron, and HPE.
2019 to 2026
Analytics → manufacturing → enterprise AI
Marina Bay Sands · Gardens by the Bay
Applied AI Scientist at Inception42 · Abu Dhabi
Applied AI, held to a production standard.
I'm Pranav Arora. I build agentic AI, retrieval systems, and evaluation workflows, from experiments to production.
Experience across
Inception42 · HPE · Micron · Dentsu
Singapore → Abu DhabiScroll to scatter
Selected work / 01 to 03
Built. Measured. Explained.
Three applied AI projects, with working interfaces, evaluation results, and engineering tradeoffs.
Risk-Controlled AI Trading Agent
Turns financial news into paper-trading decisions with human approval
Human approval before every paper trade
View case study
Production RAG Evaluation System
Answers questions from research papers and measures answer quality
3.6 / 5 average judge score across 10 queries
View case study
Arabic-English QLoRA Fine-tuning
Teaches a compact model how Gulf professionals naturally mix Arabic and English
5.1% → 34.7% code-switch ratio on four saved prompts
View case studyNew horizons. One trajectory.
Skip to about02 / A new horizon
In motion.
Same curiosity. A wider horizon.
Taking the lessons of production engineering into a new chapter of applied AI.
Singapore → Abu Dhabi
Different city. The same commitment to useful AI.
Across the Indian Ocean
03 / The next chapter
Abu Dhabi.
Building what comes next.
Applied AI Scientist at Inception42, working on agentic systems, evaluation, and governed AI workflows.
July 2026 to present
Applied AI · evaluation · production
Etihad Towers · Sheikh Zayed Grand Mosque
04 / Abu Dhabi · Dubai
The UAE.
Beyond one skyline.
From Abu Dhabi’s waterfront to Dubai’s soaring architecture. A wider view of the Emirates, with my next chapter rooted in Abu Dhabi.
A wider horizon
Based in Abu Dhabi. Looking ahead.
Burj Khalifa · Burj Al Arab · Dubai Frame
About me
From factory floors to applied AI.
I started in analytics at Dentsu, worked on manufacturing systems at Micron, and built enterprise AI at Hewlett Packard Enterprise. Today I'm an Applied AI Scientist at Inception42 in Abu Dhabi.
That path shapes how I work: understand the operating problem, build a measurable experiment, and make the result usable by the people who depend on it.
My background & experienceField notes
What the experiments taught me.
What ten RAG queries can and cannot tell you
Reading a small evaluation without turning an average score into a claim of production readiness.
Read the noteHuman approval is a product feature
What a reviewer needs to see between a model-generated signal and an action.
Read the noteMore English terms do not prove a better answer
What changed in four Arabic-English model comparisons, and what the metric leaves unanswered.
Read the noteContact
Let's talk applied AI.
Have a research question, an engineering challenge, or a collaboration in mind? Tell me a little about it.
pranav2vis@gmail.com ↗