Asset Screener
Comprehensive analysis ensemble for fast yet systematic asset screening. Narrow down your due diligence.
Training: RL (pending)
- Multi-asset class screening
- Advanced filtering algorithms
- Risk-return analysis
- Proprietary filter analyses
Transform complex data into actionable insights with machine learning and AI-enriched analytics.
Turn your data into tangible value. ALL of these solutions are HITL (Human-in-the-loop) verified.
Comprehensive analysis ensemble for fast yet systematic asset screening. Narrow down your due diligence.
Training: RL (pending)
Modern portfolio theory implementation with risk-return optimization and performance analytics.
Training: RL (pending)
Proprietary, hedge-fund grade algorithmic ML ensemble for asset / market forecasting.
Training: RL (pending)
HITL Agentic workflow for complete business / financial analysis with proprietary predictive modeling suite, scenario planning, reports, dashboards, etc.
Training: RL (pending)
HITL Agentic workflow for comprehensive business KPI/KRI analysis through machine learning, AI-powered insights and strategic decision support.
Training: RL (pending)
HITL Agentic workflow for project prioritization and cost-benefit analysis. Leverages deep research agentic features to frame and enhance its decision making processes.
Training: RL (pending)
Samos is an experimental AI-first decision making engine currently in early development. It turns research synthesis and insight reports into actionable outputs: confidence intervals, bayesian priors, inferences estimations and a set of valence, certainty, risk, salience, relevance, process and heuristic scores.
It is designed with a novel Sanity Engineering approach in mind, grounding LLM behavior through semantic webs, proprietary Dimensionality Decomposition techniques and a granular retroactive validation of outputs, through continuous Self-Recontextualization (something approaching Bayesian optimization) during the whole process.
It is planned to (eventually) enhance, augment and even fully automate all previous solutions. Currently it exists only as an inchoate algorithmic architecture around a set of RAGs and curated knowledge bases. I aim to eventually turn it into a full AI/LLM system feature, hyper-specialized and fine-tuned for fully autonomous decision making.
Connectivity with Second Brain type knowledge bases for granular personalization in niche use-cases is also a projected milestone.
Future solution categories envisioned: bioinformatics, cybersecurity, logistics, mobility, manufacturing, healthcare.
Comprehensive data science and analytics development tailored to your specific challenges. I can help with:
Understand what happened with comprehensive historical data analysis and visualization.
Forecast future trends and outcomes using advanced statistical and machine learning techniques.
Maximize efficiency and minimize costs through mathematical optimization algorithms.
Enhance AI system performance, accuracy, and reliability through systematic optimization and validation.
Monitor and optimise assets in real time with digital twins that predict failures and improve decision-making.
Create realistic synthetic datasets for testing, training, and privacy-preserving analytics.
Data as a Service: cloud-based access to curated, managed, and analysed data on demand.
Integrate intelligent data features into your products to create competitive advantages.
Design and build custom dashboards that make complex data accessible and actionable.
I am a data scientist and business intelligencer with over three years of experience transforming complex data into strategic business value. My expertise encompasses advanced analytics, machine learning, and financial modeling. I aim to deliver solutions that provide measurable business value and return on investment.
I specialize in architecting robust, scalable data systems that transform raw information into high-value actionable intelligence. Through predictive analytics, optimization algorithms, and AI automations, I ensure technical excellence combined with strategic business insight.
I provide custom analytics solutions, AI implementations, and data consulting services designed to convert your data assets into tangible competitive advantages. Contact me to discuss how I can support your objectives.
Get In TouchOther research interests: active inference, system 2 reasoning, framing problem, probabilistic programming, reasoning fundamentals, test-time RL, optimization techniques, combinatorics, dynamical systems, autopoiesis, statistical learning theory, test-time learning, meta learning, reasoning models, in-context learning, multi-agent systems, autonomous systems.