Build Internal AI Agents That Cut Operational Work by 30–60%

I help teams deploy secure, production-ready AI agents using RAG, automation, and custom workflows — without hallucinations or vendor lock-in.

By Manjot Singh — Senior Software Engineer & Systems Architect

Trusted by engineering and operations leaders to deploy production-grade AI systems.

Limited availability per quarter.

Paid strategy call • Fee credited if we work together

Who This Is For

This Is For You If...

  • Mid to enterprise companies with internal knowledge scattered across tools
  • Teams spending 10+ hours/week searching docs, Slack, or wikis
  • CTOs/Ops leaders ready to invest $15K–$50K+ in production AI systems
  • Companies that need secure, on-premise or private cloud solutions
  • Businesses tired of AI experiments that never make it to production

This Is NOT For You If...

  • Startups looking for cheap ChatGPT wrappers
  • Teams wanting to build everything in-house without external help
  • Companies expecting magic solutions without process changes
  • Businesses not ready to invest in proper AI infrastructure
  • Organizations looking for freelance-level quick fixes

Problems I Solve

Most companies struggle with AI because they lack production-grade implementation strategy.

Teams Waste Hours Searching Internal Docs

Employees spend 15–25% of their time searching for internal information. Hours wasted hunting across Slack, Notion, Confluence, Google Drive.

ChatGPT Hallucinates & Can't Access Your Data

Generic AI tools give confident wrong answers because they don't have access to your internal knowledge.

Knowledge Silos Kill Productivity

Critical information lives in people's heads or scattered across 10+ tools with no single source of truth.

Support & Ops Teams Don't Scale

Every new customer or employee adds manual work. Your team is drowning in repetitive questions.

AI Experiments Fail in Production

POCs work in demos but break in real usage. No one knows how to deploy, secure, or maintain AI systems.

What I Build

Production-grade AI systems that actually ship and scale.

Internal AI Agents

Custom AI agents that understand your business context, answer team questions, and automate workflows.

  • Contextually accurate answers from your internal knowledge base
  • Integrates with Slack, Teams, or custom interfaces
  • Secure deployment with access controls and audit logs

Result: Fewer interruptions, faster decisions, lower ops overhead.

RAG Knowledge Systems

Retrieval-Augmented Generation systems that turn your docs, wikis, and databases into queryable AI knowledge.

  • Eliminates hallucinations by grounding answers in your actual data
  • Syncs with Notion, Confluence, Google Drive, databases, APIs
  • Citation tracking so you know where answers come from

Result: Reliable answers grounded in your data — no hallucinations.

Automation & Orchestration

End-to-end workflows using n8n, Make, or custom pipelines to connect AI agents with your existing tools.

  • Automate repetitive ops, support, and data processing tasks
  • Chain multiple AI models and tools into reliable workflows
  • Monitor, log, and optimize every step for production reliability

Result: Manual workflows replaced with auditable, repeatable systems.

Who You'll Be Working With

I'm a senior software engineer and systems architect with 10+ years of experience building and scaling production systems across enterprise and high-growth teams.

I've led engineering teams, conducted hundreds of technical interviews, and shipped systems used by thousands of users across mobile, backend, and data platforms.

Today, I help companies design and deploy internal AI systems that actually work in production — grounded in real data, secure by design, and maintainable long-term.

I focus on feasibility, architecture, and execution — not demos or experiments.

Why Work With Me

I'm not a freelancer running prompts. I'm a senior systems architect who ships production-grade AI infrastructure.

  • 10+ years building enterprise systems across fintech, health tech, and SaaS
  • Led engineering teams and conducted 100+ technical interviews across Europe
  • Deep expertise in AI/ML, RAG architectures, backend systems, and mobile platforms
  • Shipped systems processing millions of transactions and supporting thousands of users
  • Focused on pragmatic, maintainable solutions — not hype or experiments

How We Work Together

Structured, fixed-price engagements designed for clarity and results.

01

Paid Discovery & Architecture Call

We audit your current setup, define goals, and map out a technical architecture. You get a written plan regardless of whether we move forward.

02

Fixed-Price Implementation

No hourly billing uncertainty. Clear scope, timeline, and deliverables. You get production-ready systems with documentation and handoff.

03

Optional Ongoing Optimization

Monthly retainer for monitoring, improvements, and scaling. Not required — but available if you want continued support.

Ready to Build AI Systems That Actually Work?

Book a paid strategy call. We'll audit your needs and design a concrete implementation plan.

Currently taking on a limited number of engagements per quarter.

Call fee is fully credited toward your project if we work together.