I'm Muhammad Tayyab Tahir Qureshi, an AI and Software Engineer with hands-on experience designing and deploying production-grade AI systems, including agentic AI workflows, RAG pipelines, and LLM orchestration. I build multi-agent systems using LangGraph and LangChain, REST APIs with FastAPI and Django, and integrate cloud services on AWS. I’m pursuing an MS in Artificial Intelligence at LUMS while contributing to AI-first products at Arbisoft. In my roles, I architect orchestration layers, develop tool gateways, and ensure secure, auditable workflows with gated actions. I thrive in fast-paced environments solving complex problems at the intersection of software engineering and AI.

Muhammad Tayyab Tahir Qureshi

I'm Muhammad Tayyab Tahir Qureshi, an AI and Software Engineer with hands-on experience designing and deploying production-grade AI systems, including agentic AI workflows, RAG pipelines, and LLM orchestration. I build multi-agent systems using LangGraph and LangChain, REST APIs with FastAPI and Django, and integrate cloud services on AWS. I’m pursuing an MS in Artificial Intelligence at LUMS while contributing to AI-first products at Arbisoft. In my roles, I architect orchestration layers, develop tool gateways, and ensure secure, auditable workflows with gated actions. I thrive in fast-paced environments solving complex problems at the intersection of software engineering and AI.

Available to hire

I’m Muhammad Tayyab Tahir Qureshi, an AI and Software Engineer with hands-on experience designing and deploying production-grade AI systems, including agentic AI workflows, RAG pipelines, and LLM orchestration. I build multi-agent systems using LangGraph and LangChain, REST APIs with FastAPI and Django, and integrate cloud services on AWS. I’m pursuing an MS in Artificial Intelligence at LUMS while contributing to AI-first products at Arbisoft.

In my roles, I architect orchestration layers, develop tool gateways, and ensure secure, auditable workflows with gated actions. I thrive in fast-paced environments solving complex problems at the intersection of software engineering and AI.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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Language

English
Fluent

Work Experience

Software Engineer (AI Focus) at Arbisoft
June 1, 2024 - Present
Nightshift Agents — Autonomous Multi-Agent Automation Platform: built an autonomous multi-agent system that runs unattended overnight, ingests documents and emails, extracts structured data, proposes work, and reports to a human operator via Slack, with sensitive actions gated behind human approval and every step fully audited. Engineered the orchestration layer in n8n with heartbeat workflows plus Google Drive and Gmail ingestion pipelines that feed a central data store through a secure gateway. Designed a custom Model Context Protocol (MCP) gateway exposing a tool API to agents, deployed on AWS ECS behind an internal load balancer in a private VPC, with bearer-token auth, field-level encryption, and append-only (WORM) audit logging. Implemented the agent reasoning loop on Amazon Bedrock (Claude), bridging MCP tools into the model’s tool-use interface with a one-retry-then-escalate control flow and safety model. Provisioned cloud infra as code with Terraform (ECS, ALB, VPC, Secret

Education

BS Computer Engineering at University of Engineering & Technology, Lahore
January 1, 2020 - January 1, 2024
MS Artificial Intelligence (weekend program) at Lahore University of Management Sciences (LUMS)
January 1, 2025 - June 30, 2026
Master of Science (MS) in Artificial Intelligence at Lahore University of Management Sciences (LUMS)
January 1, 2025 - June 30, 2026
Bachelor of Science (BS) in Computer Engineering at University of Engineering & Technology, Lahore
January 1, 2020 - December 31, 2024

Qualifications

Generative AI — Analytix Camp
January 11, 2030 - June 30, 2026
Supervised Machine Learning — DeepLearning.AI
January 11, 2030 - June 30, 2026
Advanced Learning Algorithms — DeepLearning.AI
January 11, 2030 - June 30, 2026
Intro to Machine Learning — Kaggle
January 11, 2030 - June 30, 2026
Data Visualization — Kaggle
January 11, 2030 - June 30, 2026
Generative AI — Analytix Camp
January 11, 2030 - June 30, 2026
Supervised Machine Learning — DeepLearning.AI
January 11, 2030 - June 30, 2026
Advanced Learning Algorithms — DeepLearning.AI
January 11, 2030 - June 30, 2026
Intro to Machine Learning — Kaggle
January 11, 2030 - June 30, 2026
Data Visualization — Kaggle
January 11, 2030 - June 30, 2026

Industry Experience

Software & Internet, Professional Services, Education

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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