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Muhammad Ishfaq

@muhammadishfaq2

Applied AI Engineer at AI Solutions Lab, building disaster-evacuation simulation data layers and production-shaped AI systems.

Pakistan

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What I'm looking for

I’m seeking Applied AI Engineer, Data Engineer, or ML Engineer roles.

At AI Solutions Lab, I joined an agent-based disaster-evacuation simulation project at kickoff and am structuring building-layout and sensor time-series inputs for its data layer. At Machvis Lab, I designed and deployed a VRAM-aware job router across a three-node Apache Airflow and Celery GPU cluster.

On HaulRank, I designed and shipped a dispatch console with reproducible load scoring and fleet optimization using Hungarian assignment and OR-Tools CP-SAT. I verified the public demo with 183 adversarial end-to-end tests.

I built HERMES, a hybrid RAG research assistant with dense and sparse retrieval, reranking, and a LangGraph research flow. Evaluation on a fixed 20-question gold set reached 1.00 faithfulness, 1.00 context recall, and 0.87 answer relevancy. I’m seeking Applied AI Engineer, Data Engineer, or ML Engineer roles.

Experience

Work history, roles, and key accomplishments

Current

AI Research Intern

Current

AI Solutions Lab

Sep 2026 - Present (1 month)

Joined an agent-based disaster-evacuation simulation project at kickoff, working on the data layer and structuring building-layout and sensor/time-series inputs that feed the simulation.

Data Engineering Simulation Reinforcement Learning Time Series Data

AI Infrastructure Intern

Machvis Lab

Aug 2026 - Sep 2026 (1 month)

Designed and deployed a VRAM-aware job router across a 3-node Apache Airflow/Celery GPU cluster, querying live GPU telemetry to dynamically dispatch jobs and prevent CUDA out-of-memory failures. Built the underlying cluster infrastructure and resolved cross-machine deployment issues.

Airflow Celery fastAPI PyNVML PostgreSQL Redis GPU Clusters WSL CUDA PyTorch

ICT Intern, SAP Functional

Fauji Fertilizer Company (FFC)

Jun 2026 - Jul 2026 (1 month)

Supported SAP S/4HANA operations across Materials Management, Sales & Distribution, and Logistics Execution, diagnosing delivery blocks and tracing documents. Authored a 14-document SAP knowledge base and analyzed 10 years of sales data to surface seasonal demand patterns.

SAP S 4HANA Materials Management Sales and Distribution Logistics Execution (LE)Data Analysis Documentation

Applied AI Engineer Intern

NexPred Solutions

Apr 2026 - May 2026 (1 month)

Supported the engineering team on Truck Checker, an edge-AI, gate-based computer-vision system for automated truck wheel-safety inspection. Contributed across the inspection pipeline from camera ingestion to per-wheel model predictions.

Computer Vision NVIDIA Jetson YOLOv8 Nvidia DeepStream ALPR Edge AI