I’m Karandeep, a software solutions architect and AI engineer. If you have a Figma design, a rough brief, an unfinished product, a broken app, or an operational process that needs automation, I’ll help turn it into something real, live, high-performance, and maintainable. I build across AI engineering, autonomous workflows, full-stack web applications, and data systems, knowing the precise gap between a quick AI demo and a resilient product users can actually rely on.
The best fit is a real product problem with a decision-maker, a useful first milestone, and a willingness to keep scope honest.
You need a small, useful first version and an experienced technical partner who can help decide what to build first and what not to build yet.
You need an intelligent AI feature, an automated backend integration, a reliability pass, or another pair of senior hands to move the roadmap forward.
The prototype worked in a recorded demo, but it is slow, fragile, insecure, or too unreliable to put in front of paying enterprise customers.
Every engagement starts with a written scope. The right shape and price depend on the product, the deadline, and what already exists.
Scope the smallest useful product, build the core experience, connect the backend, and deploy it with a complete handover you can own and scale.
Turn an LLM, multi-agent workflow, smart search, or automated process into a working product feature with solid speed, sensible evaluations, and clear cost controls.
Find the highest-risk bugs, fix fragile AI outputs, and turn an unstable demo into clean, reliable code you can confidently put in front of paying customers.
Take senior technical ownership of an AI or product area, ship weekly updates, and give your team dependable momentum without waiting months for a full-time hire.
These are the systems and concrete outcomes I can show, not a theoretical list of tools I have tried.
AI pricing and demand tool for a multi-warehouse materials distributor. I built two AI agents to audit 17,208 sales records and 2,913 custom price lines, separating AI reasoning from core math so the system never hallucinates numbers. Caught $140k+ in uncontracted margin leaks and cut manual audit time from hours to 140ms.
Automated pricing and revenue system for a 640-room boutique hotel group. I built an ML forecasting model that adjusts room rates for event demand and competitor prices, paired with an AI assistant that explains every rate change in plain English. Hoteliers approve live price updates with one tap on WhatsApp in under 5 seconds.
Workday reconstruction tool that turns GitHub commits, Jira tickets, and Google Calendar events into billable timesheets. I built a resilient background pipeline with zero employee tracking or screen monitoring. Cut daily timesheet logging from 30 minutes to under 60 seconds with over 85% auto-match accuracy.
Legal-tech assistant that scans 50+ page health insurance policies to detect wrongful claim rejections. I built a document parser and rules engine that checks doctor bills against obscure waiting periods and room-rent caps, automatically drafting legally backed appeal letters. Verified across 100+ simulated hospital disputes.
No endless discovery meetings or opaque hours. Transparent scopes, visible weekly deliverables, and clear handover.
A short call or written brief clarifies the user, desired outcome, constraints, urgency, and what success means in measurable terms.
You receive a clear written proposal with deliverables, exclusions, milestones, dependencies, and a fixed price or monthly retainer.
Work is shipped in small, verifiable steps with written progress updates each week and architectural decisions recorded when scope evolves.
The product is deployed to your cloud infrastructure, accompanied by clean documentation, a recorded walkthrough, and an agreed post-launch support window.
We close the loop with immediate product priorities, a roadmap recommendation, or a seamless handoff to your internal team.
Common questions about availability, timezone overlap, and how projects are managed.
I work remotely from India (IST) with dedicated daily overlap for US (EST/PST) and European teams. We establish scheduled syncs for architectural decisions, use transparent asynchronous written updates for ongoing progress, and maintain live staging environments so timezone differences never become a bottleneck.
A few useful details are enough to start: the product, the current stage, the outcome you want, and when it matters. I will reply with a practical next step within 24 hours.
If your project isn’t something I can build to an exceptional standard, I will tell you immediately and point you toward better alternatives.