Transform Your
with AI.
I build production AI systems that do real work inside enterprise software — not chat demos. Agentic AI, RAG architectures, and deep enterprise integrations, all solo-built and serving real users across 50+ client companies.
If AI isn't transforming your business, you're falling behind.
What I Build
50+
Client Companies
3
Production AI Systems
2,000+
AI Queries Daily
AI Systems Built for the Enterprise
Real production systems — not prototypes. Built for scale, security, and real business impact.
Agentic AI Systems
Multi-tool, multi-iteration AI agents that reason, plan, and take real actions against enterprise APIs — with custom caching, retry logic, and full context-overflow management.
Enterprise SAP Integration
Deep integration with SAP SuccessFactors — 30+ OData entities, Selenium automation for internal APIs with no public access, and multi-tenant architecture serving 50+ clients.
Hybrid RAG Architectures
FAISS + BM25 + LLM re-ranking retrieval pipelines across ChromaDB, FAISS, and custom hybrid search stacks — tuned for production accuracy, not benchmark scores.
Production-Grade Security
Prompt injection defense, sandboxed LLM code execution (200+ whitelisted builtins), field-level encryption, ContextVar credential isolation, and sensitive-data output scanning.
Cost-Optimized LLM Engineering
Per-query cost tracking, prompt caching economics, automatic primary/fallback model routing, and budget alerts — keeping inference costs under control at scale.
End-to-End Delivery
From architecture and development through deployment, monitoring, and client handoff. Every system I build is documented, deployed, and maintained by me — no handoffs.
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About Muhammad Qasim
I'm an AI Engineer specializing in agentic LLM systems, RAG architectures, and enterprise AI integrations. I solo-built production-grade multi-tenant platforms on AWS Bedrock serving 50+ client companies — including a 28-tool conversational AI agent for SAP SuccessFactors and a multi-service analytics platform with hybrid vector search. I care deeply about the parts of AI engineering that don't show up in demos: security, cost control, and systems that stay up.
More about me →What Clients Experience
“Qasim's AI system reduced our SAP diagnostic time from 4 hours to under 5 minutes. The speed and accuracy transformed how our HR team operates day to day.”
Enterprise HR Director
HR Operations · Multinational Manufacturing
“The log analysis platform he built turned weeks of manual test-log review into automated insights. Our team caught critical issues we would have missed entirely.”
QA Engineering Lead
Quality Assurance · Enterprise Software Company
“He didn't just build the system — he understood our workflows deeply enough to suggest improvements we hadn't considered. The hybrid search across hundreds of sheets is remarkably accurate.”
Test Automation Manager
Engineering · Technology Firm
“Qasim's AI system reduced our SAP diagnostic time from 4 hours to under 5 minutes. The speed and accuracy transformed how our HR team operates day to day.”
Enterprise HR Director
HR Operations · Multinational Manufacturing
“The log analysis platform he built turned weeks of manual test-log review into automated insights. Our team caught critical issues we would have missed entirely.”
QA Engineering Lead
Quality Assurance · Enterprise Software Company
“He didn't just build the system — he understood our workflows deeply enough to suggest improvements we hadn't considered. The hybrid search across hundreds of sheets is remarkably accurate.”
Test Automation Manager
Engineering · Technology Firm
“Qasim's AI system reduced our SAP diagnostic time from 4 hours to under 5 minutes. The speed and accuracy transformed how our HR team operates day to day.”
Enterprise HR Director
HR Operations · Multinational Manufacturing
“The log analysis platform he built turned weeks of manual test-log review into automated insights. Our team caught critical issues we would have missed entirely.”
QA Engineering Lead
Quality Assurance · Enterprise Software Company
“He didn't just build the system — he understood our workflows deeply enough to suggest improvements we hadn't considered. The hybrid search across hundreds of sheets is remarkably accurate.”
Test Automation Manager
Engineering · Technology Firm
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