Hi, I’m Pavan Mirla — Chief AI Scientist at Perceptron.Solutions, a boutique AI agents consulting firm based in Vancouver. I design intelligent agents and interactive tools for asset management, investment research, and financial modeling.
If you’re interested in exploring how AI can power financial modeling, automation, or quantitative signal generation, feel free to reach me at:
📧 pavanmirla@perceptron.solutions or pavanmirla@gmail.com
I also conduct Generative AI workshops for executives and financial analysts to help upskill finance professionals on the latest AI tools, custom agent systems, and applications in investment research, risk, and operations.
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🧠 What I’m Working on Now
- Designing interactive learning tools for options trading and financial mathematics
- Building AI agents for real-time portfolio insights and macro forecasting
- Exploring LLMs and Knowledge Graphs to make investment research smarter
📘 Interactive Books & AI Tools
I’ve created hands-on platforms to help professionals explore advanced finance and AI topics interactively:
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Options: Interactive Financial Mathematics
Learn options pricing, payoff diagrams, Greeks, and strategy design through visual tools and calculators. -
Generative AI & AI Agents for Finance
Explore how LLMs, custom agents, and automation can transform investment research, operations, and decision-making.
👨💻 I specialize in:
- Designing and deploying AI agents for asset management use cases: Macro Forecasting, trade execution, signal research, and risk monitoring.
- Applying Reinforcement Learning and Deep Learning to solve financial modeling problems.
- Building customized predictive models, recommendation engines, and information extraction tools for complex datasets.
- Development using Python, PyTorch, TensorFlow
- Leveraging Knowledge Graphs, and Natural Language Processing to structure financial intelligence.
🔍 Background & Experience
Previously, I’ve worked with and led machine learning initiatives at:
You can find more details on LinkedIn.
✨ Philosophy
I’m deeply inspired by Richard Feynman’s philosophy of simplifying the complex. I believe in making abstract concepts intuitive — whether that’s AI for finance or math for everyday problem-solving.
🌐 Elsewhere
I’m usually “pavanmirla” online:
@pavanmirla