Pedro Bertoluchi

Case studies

Real production work. Client identities preserved where non-disclosure applies.

Featured

PLATFORM · 2024-2026

API Management Platform

Control plane for 10+ internal APIs: real-time logs, usage and cost dashboards, fine-grained per-consumer blocking, anomaly auto-block and a copilot that suggests N1 fixes.

  • ASP.NET Core
  • Razor Pages
  • Azure APIM
  • Application Insights
  • Azure OpenAI

INTERNAL PRODUCT · 2024-2026

Operations Helpdesk

Ticketing and SLA platform for an operational team, with approval flow, embedded copilot, Entra ID integration and multi-tenant Azure.

  • .NET 9
  • Blazor
  • SQL Server
  • Entra ID
  • Application Insights

INTERNAL LIBRARY · 2024-2026

Foundation Stack

Internal NuGet plus official project templates for Blazor, Web, ASP.NET MVC and Web API. Every template ships pre-wired with Identity, JWT, OIDC/Entra ID, CORS, CSP/HSTS, rate limiting, dependency injection, observability and OWASP baseline.

  • ASP.NET Core
  • Blazor templates
  • MVC templates
  • Web API templates
  • NuGet OWASP
  • OIDC
  • JWT

INTERNAL PRODUCT · 2025-2026

Assisted Offboarding

AI-driven exit interview: live Deepgram transcription, categorization of reasons into structured reports and an action map for HR to tackle recurring issues.

  • .NET
  • Deepgram
  • Azure Knowledge Base
  • Azure OpenAI
  • SignalR
  • EF Core

More work

APPLIED AI · 2024-2025

RAG and Semantic Search

Internal chatbot with embeddings over corporate knowledge. Cut time-to-information by ~40%.

  • Azure OpenAI
  • Semantic Kernel
  • PostgreSQL pgvector
  • FastAPI

AUTOMATION · 2024

Import Operations Platform

Import manager with real-time table via SignalR and real-time ship tracking through external APIs. Automated ingestion of spreadsheets and documents connected to the main operational platform.

  • Blazor
  • SignalR
  • REST APIs
  • EF Core
  • Azure Blob

INTERNAL OPS · 2023-2024

ABC Costing

Activity-based costing platform for industrial areas, with versioned allocations and scenario simulation.

  • .NET
  • SQL Server
  • Power BI

REFACTOR · 2023

.NET Microservices

Monolith split into .NET microservices with RabbitMQ messaging, versioned event contracts and centralized telemetry.

  • .NET
  • RabbitMQ
  • Docker
  • Application Insights

SECURITY · 2024-2025

OWASP NuGet (internal)

Internal hardening library, headers, sanitization, centralized validation, complementary to Foundation Stack.

  • ASP.NET Core
  • OWASP
  • NuGet

APPLIED AI · 2023-2024

Operational Chatbots

Assistants for operational areas with tool-calling, short-term memory, integration with internal systems and call auditing.

  • Azure OpenAI
  • Semantic Kernel
  • .NET

Highlight projects

Other systems I shipped across my career. Client identities preserved where non-disclosure applies.

Statistical Process Control

Statistical process control for shop floor machines in real time. Microservices, internal APIs for software and operators, alerts when the process drifts out of control.

  • .NET
  • SignalR
  • Microservices
  • SQL Server

VOLUNTEER

Operação 4 Patas

Platform for the Operação 4 Patas NGO (volunteer work). Institutional site, raffle management with payment gateway and full donation flow.

  • Blazor
  • .NET
  • Payment Gateway

Windows Services with observability

Multiple production Windows Services with real-time observability: structured logs, health dashboards and alerts. Covers forecasts, Dynamics syncs and critical batch jobs.

  • .NET Worker Services
  • Serilog
  • Dashboards

SQL query tuning

Critical SQL query tuning on high-volume legacy systems. Index review, query refactor, execution plans analysed, latency reduced.

  • SQL Server
  • Query Plans

Order forecasting with ML

Order forecasting with machine learning in production. Historical data turned into actionable forecasts for purchasing and production planning.

  • ML.NET
  • Python
  • SQL

Cosine similarity recommender

Purchase recommendation system for 60K+ clients based on cosine similarity collaborative filtering. Interactive dashboard with real-time lookup, network graph and ROI projections.

  • Python
  • scikit-learn
  • Cosine Similarity
  • Dashboard

Sentiment Analysis API

Internal sentiment analysis API any system can call to classify text in real time.

  • ASP.NET Core
  • ML.NET
  • REST

Sample requests with Dynamics

Internal product sample request flow integrated in real time with Dynamics 365 to check stock at request time.

  • Blazor
  • Dynamics 365
  • REST

MES API with Dynamics 365

MES API connected in real time with Dynamics 365 to pull production data and expose it to other systems.

  • ASP.NET Core
  • Dynamics 365
  • REST

Dev team training

Internal training sessions for the dev team on Web App best practices and AI-assisted coding. Original material, real examples, delivery focused.

  • Workshops
  • AI Coding
  • Web Apps

Semantic chat for PowerBI

Chat with semantic search that helps internal users find the right PowerBI report for the business question they are trying to answer.

  • Azure OpenAI
  • Embeddings
  • PowerBI

Tuya integrations

Tuya integrations for IoT device automation and control in internal flows.

  • Tuya
  • Python
  • Pandas

Santander integration

.NET service connected in real time to the Banco Santander API for financial flow automation.

  • .NET
  • REST
  • Banking API

GNRE automation

Service that analyses GNRE tax slips, organises, runs payment and issues receipts automatically. Removed hours of manual work per month.

  • .NET
  • OCR
  • Banking API

Voting system

Election system with maximum security: votes untraceable to voter while strictly controlling vote count and eligibility.

  • .NET
  • Cryptography
  • Audit

Let's talk about your next project.

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