{"id":661,"date":"2026-09-11T12:26:26","date_gmt":"2026-09-11T15:26:26","guid":{"rendered":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/portfolio-ia\/"},"modified":"2026-09-11T12:26:26","modified_gmt":"2026-09-11T15:26:26","slug":"portfolio-ia","status":"publish","type":"page","link":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/portfolio-ia\/","title":{"rendered":"Portf\u00f3lio \u2014 IA"},"content":{"rendered":"<style>\n.pf-wrap{max-width:1100px;margin:0 auto;font-size:16px;line-height:1.65}\n.pf-chamada{font-size:1.15rem;opacity:.85;margin:0 0 2rem}\n.pf-grade{display:grid;grid-template-columns:repeat(auto-fill,minmax(300px,1fr));gap:1.5rem}\n.pf-card{border:1px solid rgba(128,128,128,.3);border-radius:10px;overflow:hidden;display:flex;flex-direction:column;transition:transform .15s ease,box-shadow .15s ease}\n.pf-card:hover{transform:translateY(-3px);box-shadow:0 8px 24px rgba(0,0,0,.12)}\n.pf-card img{width:100%;height:180px;object-fit:cover;display:block;background:rgba(128,128,128,.12)}\n.pf-card-corpo{padding:1rem 1.1rem 1.2rem;display:flex;flex-direction:column;gap:.6rem;flex:1}\n.pf-card h3{margin:0;font-size:1.05rem;line-height:1.35}\n.pf-card p{margin:0;font-size:.92rem;opacity:.85;flex:1}\n.pf-chips{display:flex;flex-wrap:wrap;gap:.35rem}\n.pf-chip{font-size:.75rem;padding:.18rem .55rem;border-radius:999px;border:1px solid rgba(128,128,128,.35);opacity:.9}\n.pf-meta{font-size:.8rem;opacity:.7}\n.pf-cadeado{font-size:.8rem;opacity:.75}\n.pf-hero{margin:0 0 1.5rem}\n.pf-hero h1{margin:0 0 .4rem;line-height:1.2}\n.pf-secao{margin:2rem 0}\n.pf-secao h2{font-size:1.15rem;margin:0 0 .6rem;text-transform:uppercase;letter-spacing:.06em;opacity:.75}\n.pf-galeria{display:grid;gap:1.2rem;margin:2rem 0}\n.pf-galeria figure{margin:0}\n.pf-galeria img{width:100%;border:1px solid rgba(128,128,128,.3);border-radius:8px;display:block}\n.pf-galeria figcaption{font-size:.85rem;opacity:.75;margin-top:.4rem}\n.pf-telas{display:grid;grid-template-columns:repeat(auto-fill,minmax(200px,1fr));gap:1rem;margin:1rem 0 2rem}\n.pf-telas figure{margin:0}\n.pf-telas img{width:100%;border:1px solid rgba(128,128,128,.3);border-radius:8px;display:block;background:#fff}\n.pf-telas figcaption{font-size:.8rem;opacity:.75;margin-top:.35rem;text-align:center}\n.pf-repo{border:1px solid rgba(128,128,128,.35);border-left-width:4px;border-radius:8px;padding:1rem 1.2rem;margin:2rem 0}\n.pf-repo h2{margin:0 0 .5rem;font-size:1rem;text-transform:uppercase;letter-spacing:.06em}\n.pf-repo pre{background:rgba(128,128,128,.12);padding:.7rem .9rem;border-radius:6px;overflow-x:auto;margin:.6rem 0;font-size:.85rem}\n.pf-contato{margin:2rem 0;padding-top:1.2rem;border-top:1px solid rgba(128,128,128,.3);font-size:.95rem}\n.pf-voltar{display:inline-block;margin-bottom:1rem;font-size:.9rem}\n@media (max-width:600px){.pf-card img{height:150px}}\n<\/style>\n<div class=\"pf-wrap\">\n<p class=\"pf-chamada\">Onde o modelo entra no produto e n\u00e3o na demonstra\u00e7\u00e3o: transcri\u00e7\u00e3o e separa\u00e7\u00e3o de falantes, classifica\u00e7\u00e3o de \u00e1udio por processamento de sinais, assistentes com acesso a dados reais e execu\u00e7\u00e3o audit\u00e1vel, e um servidor de LLM grande rodando em GPU pequena.<\/p>\n<div class=\"pf-grade\">\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-evoluai\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/evoluai-01-arquitetura.png\" alt=\"Da grava\u00e7\u00e3o no PABX \u00e0 an\u00e1lise de qualidade\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-evoluai\/\">Plataforma de An\u00e1lise de Intera\u00e7\u00f5es com IA<\/a><\/h3>\n<p>Coleta grava\u00e7\u00f5es de PABX e de reuni\u00f5es, transcreve e gera an\u00e1lise de qualidade de atendimento assistida por IA.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">Bun<\/span><span class=\"pf-chip\">Turborepo<\/span><span class=\"pf-chip\">Hono<\/span><span class=\"pf-chip\">tRPC 11<\/span><\/div>\n<div class=\"pf-meta\">05\/2026 &#8211; atual \u00b7 3 meses<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-analise-audio\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/analise-audio-01-relatorio.png\" alt=\"Relat\u00f3rio de an\u00e1lise: eventos de picote e dropout por chamada\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-analise-audio\/\">An\u00e1lise de Qualidade de Chamadas por Processamento de Sinais (DSP) e IA Local<\/a><\/h3>\n<p>Detecta picote, dropout e falha de \u00e1udio em grava\u00e7\u00f5es de chamadas por processamento de sinais \u2014 sem depender de transcri\u00e7\u00e3o.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">Python 3.14<\/span><span class=\"pf-chip\">NumPy<\/span><span class=\"pf-chip\">FFT<\/span><span class=\"pf-chip\">ITU-T G.107<\/span><\/div>\n<div class=\"pf-meta\">07\/2026 &#8211; atual \u00b7 3 meses<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-amd-dsp\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/amd-dsp-01-cadencia.png\" alt=\"A decis\u00e3o por cad\u00eancia: o que separa um al\u00f4 de uma sauda\u00e7\u00e3o de caixa postal\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-amd-dsp\/\">Detector de Secret\u00e1ria Eletr\u00f4nica por Processamento de Sinais<\/a><\/h3>\n<p>Detecta secret\u00e1ria eletr\u00f4nica por cad\u00eancia de fala, sem IA, sem modelo e sem treino \u2014 com o resultado medido em 80 chamadas reais.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">Python<\/span><span class=\"pf-chip\">NumPy<\/span><span class=\"pf-chip\">ffmpeg<\/span><span class=\"pf-chip\">Goertzel<\/span><\/div>\n<div class=\"pf-meta\">08\/2026 \u00b7 1 semana<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-auditor-amd\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/auditor-amd-01-painel.png\" alt=\"As cinco categorias de diverg\u00eancia, com filtro por empresa e por tronco\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-auditor-amd\/\">Auditoria de Classificador de Secret\u00e1ria Eletr\u00f4nica (AMD)<\/a><\/h3>\n<p>Audita o classificador de secret\u00e1ria eletr\u00f4nica de uma plataforma de discagem e mostra, chamada a chamada, onde ele erra.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">Python<\/span><span class=\"pf-chip\">Flask<\/span><span class=\"pf-chip\">SQLite<\/span><span class=\"pf-chip\">NumPy<\/span><\/div>\n<div class=\"pf-meta\">07\/2026 &#8211; atual \u00b7 1 m\u00eas<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-transcricao-diarizacao\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/transcricao-01-pipeline.png\" alt=\"Do v\u00eddeo \u00e0 legenda com falante, com os dois caminhos de diariza\u00e7\u00e3o\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-transcricao-diarizacao\/\">Pipeline de Transcri\u00e7\u00e3o e Separa\u00e7\u00e3o de Falantes<\/a><\/h3>\n<p>Transcreve reuni\u00f5es em portugu\u00eas e separa os falantes, com dois m\u00e9todos de diariza\u00e7\u00e3o e queda autom\u00e1tica para CPU.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">Python<\/span><span class=\"pf-chip\">faster-whisper<\/span><span class=\"pf-chip\">pyannote.audio<\/span><span class=\"pf-chip\">Resemblyzer<\/span><\/div>\n<div class=\"pf-meta\">07\/2026 \u00b7 1 semana<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-airllm\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/airllm-01-offloading.png\" alt=\"Uma camada por vez: como um modelo de 235B roda em 6 GB de VRAM\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-airllm\/\">Servidor de LLM de 235B em GPU de 6 GB<\/a><\/h3>\n<p>Servidor local compat\u00edvel com a API da OpenAI que roda modelos de 235B em GPU modesta, carregando uma camada por vez.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">Python<\/span><span class=\"pf-chip\">FastAPI<\/span><span class=\"pf-chip\">PyTorch<\/span><span class=\"pf-chip\">AirLLM<\/span><\/div>\n<div class=\"pf-meta\">07\/2026 \u00b7 2 semanas<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-skills-hub\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/skills-hub-01-fluxo.png\" alt=\"Baixar, consolidar e instalar: um acervo, quatro destinos\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-skills-hub\/\">Acervo de Skills de Agentes de IA Multi-CLI<\/a><\/h3>\n<p>Acervo consolidado de ~2.060 skills de agentes de IA instalado em quatro CLIs de uma vez, com o custo de contexto medido.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">Python<\/span><span class=\"pf-chip\">Bash<\/span><span class=\"pf-chip\">Git<\/span><span class=\"pf-chip\">PageRank<\/span><\/div>\n<div class=\"pf-meta\">08\/2026 \u00b7 3 dias<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-pfsense-suporte-ia\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/painel-suporte-ia.png\" alt=\"Painel do Suporte IA: interface nativa no pfSense com chat em portugu\u00eas, playbooks e execu\u00e7\u00e3o audit\u00e1vel\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-pfsense-suporte-ia\/\">Assistente de IA Nativo para pfSense e Endpoint MCP<\/a><\/h3>\n<p>Suporte de primeiro n\u00edvel com IA instalado dentro do pfSense: responde em portugu\u00eas, executa o diagn\u00f3stico no pr\u00f3prio firewall e mostra o que executou.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">PHP 8.3<\/span><span class=\"pf-chip\">pfSense CE 2.8.x<\/span><span class=\"pf-chip\">FreeBSD<\/span><span class=\"pf-chip\">Model Context Protocol (MCP)<\/span><\/div>\n<div class=\"pf-meta\">07\/2026 &#8211; atual \u00b7 em andamento<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-vtiger-assistente-ia\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/vtiger-ia-01-ferramentas.png\" alt=\"As quatro ferramentas expostas ao modelo e as quatro travas de seguran\u00e7a\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-vtiger-assistente-ia\/\">Assistente de IA com Acesso aos Dados do CRM<\/a><\/h3>\n<p>Addon de vtiger que responde perguntas consultando os dados do pr\u00f3prio CRM, com a fronteira de seguran\u00e7a desenhada antes da funcionalidade.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">PHP<\/span><span class=\"pf-chip\">MySQL<\/span><span class=\"pf-chip\">vtiger CRM<\/span><span class=\"pf-chip\">JavaScript<\/span><\/div>\n<div class=\"pf-meta\">08\/2026 \u00b7 3 dias<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"pf-card\">\n      <a href=\"\/index.php\/portfolio-softphone-zendesk\/\"><br \/>\n        <img decoding=\"async\" src=\"https:\/\/carloslopes.programandosolucoes.com.br\/wp-content\/uploads\/portfolio\/softphone-zendesk-ticket.png\" alt=\"Softphone embutido no painel lateral do ticket, dentro do helpdesk\" loading=\"lazy\"><br \/>\n      <\/a><\/p>\n<div class=\"pf-card-corpo\">\n<h3><a href=\"\/index.php\/portfolio-softphone-zendesk\/\">Softphone WebRTC Integrado ao Helpdesk (Zendesk)<\/a><\/h3>\n<p>Telefone dentro do ticket: o atendente fala sem trocar de janela e a chamada vira registro sozinha \u2014 cliente identificado, ticket vinculado, grava\u00e7\u00e3o anexada e resumo por IA.<\/p>\n<div class=\"pf-chips\"><span class=\"pf-chip\">JavaScript<\/span><span class=\"pf-chip\">Zendesk ZAF 2.0<\/span><span class=\"pf-chip\">WebRTC<\/span><span class=\"pf-chip\">Node.js<\/span><span class=\"pf-chip\">Electron<\/span><\/div>\n<div class=\"pf-meta\">08\/2026 &#8211; atual \u00b7 em andamento<\/div>\n<div class=\"pf-cadeado\">\ud83d\udd12 reposit\u00f3rio privado<\/div>\n<\/p><\/div>\n<\/article><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Onde o modelo entra no produto e n\u00e3o na demonstra\u00e7\u00e3o: transcri\u00e7\u00e3o e separa\u00e7\u00e3o de falantes, classifica\u00e7\u00e3o de \u00e1udio por processamento de sinais, assistentes com acesso a dados reais e execu\u00e7\u00e3o audit\u00e1vel, e um servidor de LLM grande rodando em GPU pequena. Plataforma de An\u00e1lise de Intera\u00e7\u00f5es com IA Coleta grava\u00e7\u00f5es de PABX e de reuni\u00f5es, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-661","page","type-page","status-publish","hentry"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"en","enabled_languages":["en","br","it"],"languages":{"en":{"title":true,"content":true,"excerpt":false},"br":{"title":false,"content":false,"excerpt":false},"it":{"title":false,"content":false,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/wp-json\/wp\/v2\/pages\/661","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/wp-json\/wp\/v2\/comments?post=661"}],"version-history":[{"count":0,"href":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/wp-json\/wp\/v2\/pages\/661\/revisions"}],"wp:attachment":[{"href":"https:\/\/carloslopes.programandosolucoes.com.br\/index.php\/wp-json\/wp\/v2\/media?parent=661"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}