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Software engineer building AI systems with neural network visualizations
🤖 AI Consulting

AI That Works
In Production

We don't prototype AI demos. We build production AI systems , LLM-powered products, multi-agent workflows, RAG pipelines, and custom ML models , that deliver measurable ROI from day one.

200+AI Features Shipped
5+Years AI Experience
100%Production-Ready
Bay AreaOversight

End-to-End AI Development

From simple LLM integrations to complex multi-agent systems , we architect AI from the ground up, not bolted on as an afterthought.

AI developer building production machine learning systems at Cidersoft
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LLM-Powered Products

Chatbots, copilots, document assistants, and AI-driven workflows powered by GPT-4, Claude, Gemini, and open-source models. We build the full product, not just the API call.

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RAG Systems

Give your product intelligent search and knowledge retrieval with vector databases, embeddings, and retrieval-augmented generation. Your AI answers from your data, not the internet.

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AI Agents & Automation

Multi-step agents that take actions, use tools, and complete complex tasks without human intervention , reducing manual work and accelerating output.

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Custom ML Models

Fine-tuned models and custom ML pipelines for prediction, classification, and anomaly detection , trained on your data, deployed to your infrastructure.

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AI Voice & Calling

Intelligent voice agents that handle inbound and outbound calls, qualify leads, answer questions, and book appointments , 24/7, at scale. See Call Cradle.

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AI Infrastructure & MLOps

The pipelines, monitoring, and infrastructure to keep AI systems reliable in production , model versioning, evaluation loops, drift detection, and continuous improvement.

AI Built to Last, Not to Demo

Most AI projects fail in production. Ours don't , because we treat AI like software: with proper architecture, testing, and observability.

Machine learning model development and data pipeline architecture

🎯 Outcome-First Design

We start with the business outcome , cost reduction, conversion lift, time saved , and work backwards to the right AI architecture. No technology for technology's sake.

🏗️ Production Architecture

Every AI system we build includes proper error handling, fallback logic, latency optimization, and cost controls. AI that works at 10 users and at 10,000.

🔒 Security & Compliance

Prompt injection protection, PII handling, audit logging, and data residency controls built in from day one , not added as an afterthought.

📈 Continuous Improvement

AI systems degrade over time without maintenance. We build evaluation pipelines and monitoring so your AI keeps getting better, not worse.

The Tools We Work With

🤖OpenAI / GPT-4o
🧠Claude (Anthropic)
💎Gemini (Google)
🦙Llama / Open Source
🔗LangChain / LlamaIndex
📌Pinecone / Weaviate
🔍pgvector / Qdrant
🐍Python / FastAPI
☁️AWS Bedrock
🌐Vertex AI (GCP)
🔵Azure OpenAI
🦞OpenClaw
⚙️MLOps / Pipelines

What Our Clients Build With Us

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AI Customer Support

Deflect 60–80% of support tickets with AI that actually resolves issues , not just links to the FAQ. Integrated with your helpdesk, trained on your docs.

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Document Intelligence

Extract, classify, and act on information from contracts, invoices, medical records, and reports at scale. What used to take hours now takes seconds.

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Predictive Analytics

Churn prediction, demand forecasting, lead scoring, risk assessment , ML models trained on your historical data to drive better decisions automatically.

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AI Voice Agents

Inbound and outbound calling agents that qualify leads, answer questions, and book appointments around the clock. Built by Cidersoft for our own clients , now available to yours.

AI Products We've Shipped

Every product below is live, built by the Cidersoft team, and running in production.

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Call Cradle

Voice AI

AI calling assistant that handles inbound and outbound calls 24/7, qualifies leads, and books appointments. Powering real campaigns across multiple industries.

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SMS Mobilization Platform

Political Tech

Live on the Senator Jay Collins campaign. Scaled to 800K-number campaigns with PostgreSQL and BullMQ webhook buffering for zero message loss at volume.

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Cider Campaign Manager

Ad Tech

AI-managed Google Ads platform with a full onboarding wizard, targeting questionnaire, ad copy review, and continuous campaign optimization. Zero setup fee, 20% of ad spend.

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CiderPulse

Content AI

LinkedIn content generation pipeline that drafts posts, generates matching visuals via FLUX.1 Pro, and maintains a live 4-post buffer. Two posts per week, automated end to end.

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Mission Control

Internal AI Ops

Cidersoft's internal command center: a network of AI agents handling engineering, sales, marketing, and content, all coordinated by a chief-of-staff AI and monitored in a live dashboard.

Tell Us About Your AI Project

Describe what you're trying to build or automate. We'll respond within one business day with an approach and rough scope.