Muhammad Bilal Qaisar
Building Production-Ready AI Systems That Scale
AI Engineer specializing in LLM applications, Multi-Agent Systems, RAG pipelines, and workflow automation that deliver measurable business outcomes.
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I Build AI Systems That Actually Hold Up
Most AI projects stall between proof-of-concept and production. The demo works, but the agent breaks after a week, the RAG retrieval drifts, and nothing actually runs on its own.
I'm an AI Engineer focused on founders and businesses that need AI that ships — agents that handle real workflows, RAG systems that retrieve the right answers, and automations that don't fall apart when the data changes.
15+
Automations Shipped
99%
System Reliability
14+
Projects Delivered
Six Ways AI Can Move Your Business
LLM Agents & Multi-Agent Systems
Autonomous agents built using LangGraph, CrewAI, AutoGen, and custom orchestration frameworks.
RAG Systems
Vector databases, embeddings, retrieval pipelines, source citations, and enterprise knowledge assistants.
AI Workflow Automation
n8n, Make.com, API integrations, CRM automation, Slack automation, and email automation.
AI Application Development
End-to-end AI products using LLMs, APIs, FastAPI, React, and cloud infrastructure.
AI Strategy & ROI
Auditing workflows and identifying high-value opportunities before writing a single line of code.
Computer Vision & ML
Object detection, defect inspection, and custom ML pipelines for retail and manufacturing.
Production Ready Projects
JobGPT – Smart Job Finder
AI-powered job recommendation platform that analyzes resumes, matches candidates with jobs, and generates personalized cover letters.
AI-Powered Smart Interview System
Virtual AI interviewer that conducts video interviews, evaluates answers with NLP scoring, and ranks applicants automatically.
Smart Surveillance System
Computer vision solution that detects fighting and smoking activities from live camera feeds with real-time alerting.
Multi-Agent Operations Assistant
LangGraph-based multi-agent system automating email triage, meeting summaries, and task delegation across Gmail, Slack, and Notion.
Enterprise RAG Knowledge Base
Pinecone-backed RAG pipeline over thousands of internal documents with hybrid search, source citations, and a React chat UI.
AI Lead Qualification Bot
Conversational AI agent that qualifies inbound leads, scores them with custom criteria, and auto-updates the CRM via API.
Automated Proposal Generator
GPT-4-powered system that drafts client proposals from a CRM note, tailors tone per industry, and emails via SendGrid.
AI-Powered Customer Support Agent
RAG + function-calling agent handling tier-1 support tickets autonomously, escalating edge cases to human agents.
Real Estate Market Analyzer
Data pipeline scraping property listings, enriching with demographic data, and surfacing insights via a Power BI dashboard.
IT Staff Churn Prediction
Machine learning solution predicting employee attrition with SHAP-based explainability and a Power BI risk heatmap.
ETL Data Warehouse Pipeline
Enterprise ETL solution extracting data from CSV, JSON, REST APIs, and SQL sources into a centralized data warehouse.
Slack AI Workflow Automation
n8n workflow that listens to Slack messages, classifies intent with GPT, routes tasks to Jira/Notion, and replies with summaries.
NLP Document Classifier
Fine-tuned transformer model classifying legal and financial documents into 20+ categories with 94% accuracy.
Recent Deliverables
Real-world operational impact through tailored AI implementations.
Multi-Agent AI Operations Assistant
Automated email triage, meeting summaries, and task prioritization across Gmail, Slack, and Notion.
RAG-Powered Internal Knowledge Assistant
Indexed thousands of documents into a Pinecone-powered RAG system with source citations.
AI Workflow Automation for Sales
Automated lead qualification, proposal generation, and CRM updates for a high-growth team.
Looking for specific expertise?
If you're stuck between a prototype that works and a production system that doesn't exist yet, let's talk.
View ProjectsTechnical Skills
Tools and technologies built for scale and reliability.
AI & Agents
Autonomous reasoning, agentic workflows, and semantic RAG retrieval.
Data & Vectors
High-performance vector indices, custom pipelines, and analytics databases.
Dev & Automation
Fullstack architecture, custom API services, and workflow pipelines.
ML & Analytics
Computer vision detection, deep learning models, and Power BI report execution.
Why Work With Me
Production-ready
Business outcomes
Clean code
Fast execution