At Panther X, we believe the future of trading is intelligent, adaptive, and automated. We are a team of passionate technologists, traders, and data scientists who came together with one mission: to build an AI-driven trading system that consistently outperforms traditional strategies — no hype, just results.
Panther X was born out of a shared frustration with the inefficiencies of manual trading and unreliable signal-based strategies. Our founding team — comprised of algorithmic traders and AI engineers — set out to build something better: a self-learning system that evolves with the market, manages risk dynamically, and trades across multiple crypto pairs in real time.
What started as a research project between colleagues has grown into a powerful trading engine that now operates at scale, with infrastructure designed to support both retail and professional clients. From the beginning, our focus has been performance, transparency, and adaptability.
At Panther X, we believe the future of trading is intelligent, adaptive, and automated. We are a team of passionate technologists, traders, and data scientists who came together with one mission: to build an AI-driven trading system that consistently outperforms traditional strategies — no hype, just results.
Panther X was born out of a shared frustration with the inefficiencies of manual trading and unreliable signal-based strategies. Our founding team — comprised of algorithmic traders and AI engineers — set out to build something better: a self-learning system that evolves with the market, manages risk dynamically, and trades across multiple crypto pairs in real time.
What started as a research project between colleagues has grown into a powerful trading engine that now operates at scale, with infrastructure designed to support both retail and professional clients. From the beginning, our focus has been performance, transparency, and adaptability.
While the bots are autonomous, the minds behind them are anything but robotic. Our diverse team brings deep expertise in AI, finance, infrastructure, and security.
Leads the development of Iguana's machine learning models and ensures the integrity of all algorithmic updates. Background in neural network design and reinforcement learning systems.
Designs, backtests, and refines the trading strategies across crypto pairs. Former hedge fund quant with a specialization in high-frequency trading.
Oversees the physical and cloud infrastructure that powers Iguana, including hardware deployment, data pipelines, and cybersecurity protocols.
Manages onboarding, account configuration, and customer relations. Also helps interpret performance metrics and ensures every client gets the most out of their bots.
Bridges the gap between bot performance and user experience, providing critical feedback to the dev team and reporting trends to clients.
While the bots are autonomous, the minds behind them are anything but robotic. Our diverse team brings deep expertise in AI, finance, infrastructure, and security.
Leads the development of Iguana's machine learning models and ensures the integrity of all algorithmic updates. Background in neural network design and reinforcement learning systems.
Designs, backtests, and refines the trading strategies across crypto pairs. Former hedge fund quant with a specialization in high-frequency trading.
Oversees the physical and cloud infrastructure that powers Iguana, including hardware deployment, data pipelines, and cybersecurity protocols.
Manages onboarding, account configuration, and customer relations. Also helps interpret performance metrics and ensures every client gets the most out of their bots.
Bridges the gap between bot performance and user experience, providing critical feedback to the dev team and reporting trends to clients.
Our proprietary trading bot uses advanced machine learning models to analyze market data, detect actionable patterns, and execute high-frequency trades with precision. Unlike static bots that rely on preset rules, Iguana adapts to changing market conditions through continual learning and feedback loops.
Each bot is optimized to trade a specific crypto pair, and our system architecture allows clients to run up to three bots per account, offering diversified strategies that reduce risk while increasing exposure to opportunity.
Behind the scenes, our bots are supported by a robust infrastructure that includes dedicated trading servers, real-time risk management layers, and automated failover protocols — ensuring uptime, speed, and reliability at every step.
Markets evolve daily — so does Iguana. Our team continuously monitors bot performance, runs backtests on new data sets, and deploys incremental upgrades to our strategy models. We implement both reactive adjustments (in response to market anomalies) and proactive enhancements (based on predictive modeling and new algorithmic breakthroughs). Every improvement is data-driven, tested in sandbox environments, and evaluated for both performance and safety before deployment.
The result? A trading system that doesn't just work — it gets better over time.
Our proprietary trading bot uses advanced machine learning models to analyze market data, detect actionable patterns, and execute high-frequency trades with precision. Unlike static bots that rely on preset rules, Iguana adapts to changing market conditions through continual learning and feedback loops.
Each bot is optimized to trade a specific crypto pair, and our system architecture allows clients to run up to three bots per account, offering diversified strategies that reduce risk while increasing exposure to opportunity.
Behind the scenes, our bots are supported by a robust infrastructure that includes dedicated trading servers, real-time risk management layers, and automated failover protocols — ensuring uptime, speed, and reliability at every step.
Markets evolve daily — so does Iguana. Our team continuously monitors bot performance, runs backtests on new data sets, and deploys incremental upgrades to our strategy models. We implement both reactive adjustments (in response to market anomalies) and proactive enhancements (based on predictive modeling and new algorithmic breakthroughs). Every improvement is data-driven, tested in sandbox environments, and evaluated for both performance and safety before deployment.
The result? A trading system that doesn't just work — it gets better over time.
"Love everything so far"
"I was skeptical at first, but after just a few weeks using Iguana, I’m blown away. I’m making smarter trades without having to sit in front of the screen all day. Setting it up was super easy, and knowing my account is secure makes it even better. Iginitions is the real deal!"
— Brianna M. Austin, TX
"My life changed forever"
"Panther X has completely changed the way I approach crypto trading. Connecting my Binance account to Iguana was simple and secure, and the results have been beyond impressive. The bot consistently outperforms my manual trades — and the best part is, I’m still 100% in control of my funds. Worth every penny."
— Daniel R. Miami, FL
"Highly recommend this"
"The thing that sold me on Panther X was the security. I never have to give up control of my Binance account, and I can see every trade the bot makes in real time. Plus, the performance has been outstanding — steady gains, less stress, and no sleepless nights watching the markets. Highly recommend."
— Marcus D. New York, NY
Reinforcement Learning Algorithms
High-frequency Data Ingestion & Signal Processing
Real-Time Risk Management Protocols
Multi-Strategy Coordination & Capital Allocation Models
577 Wayzata Blvd. STE 700
St. Louis Park, MN 55416
+1 315-636-4576