Impactful cases
Applied AI with measurable results
Each case shows real impact on conversion, cost and performance.
PRISMA — Clinical AI for Oncology
Oncology-focused clinical reasoning prototype with local LLM via Ollama, semantic literature search (RAG), and auditable case analysis workflow.
Data inference
100% local
privacy model documented
Local latency (doc)
30-50ms
technical comparison vs external APIs
Demo cases
2 cases
liver and lung oncology
Challenge
Deliver AI support for clinical teams without exposing sensitive patient data to external APIs while preserving analysis speed.
Solution
Local-first architecture with Llama 3 via Ollama, ChromaDB for medical literature retrieval, and fallback behavior when AI services are unavailable.
Key outcomes
- Local inference keeps sensitive data inside clinical perimeter
- End-to-end flow: patient data → literature → recommendation
- Two complete oncology demo cases for validation
- Operational fallback when Ollama/ChromaDB are offline
Bellatrix System — Integrated Financial Operations
Flask-based financial operations platform with real-time dashboarding, Nuvemshop integration, shipping/receivables automation, and CI/CD deployment.
Imported sales
140
Nuvemshop history
Migrated installments
222
linked finance records
Imported records
512
validated in deployment docs
Challenge
Unify finance and e-commerce operations in one system while preserving historical data and reliable synchronization of orders, sales, and installments.
Solution
Delivered core financial modules plus Nuvemshop integration with historical import, background sync, and production verification routines.
Key outcomes
- Stable v1.1.0 release with automated deployment
- Nuvemshop historical import completed in production
- Operational dashboard for sales, expenses, and cashflow
- Health-check and environment sync playbooks in place
AutoGrid — Open Source Trading Bot SaaS
Open-source platform for trading bots with Grid and DCA strategies, multi-exchange support, web dashboard, and Telegram execution/alerts.
Supported exchanges
3
Binance, MEXC, Bybit
Native strategies
2
Grid + DCA
License
MIT
fully auditable project
Challenge
Build a trading automation product that is simple for beginners while remaining transparent and customizable for advanced users.
Solution
FastAPI + Next.js stack with bot engine, backtesting (Sharpe/drawdown), CLI tooling, and CCXT integrations for Binance, MEXC, and Bybit.
Key outcomes
- Auditable open-source product under MIT license
- Grid and DCA bot execution through no-code dashboard
- Complete operation surface across API, dashboard, CLI, and Telegram
- Security layer with AES-256-GCM encryption and kill switch
