Hasi Iqbal

I’m an AI/ML engineer with 8+ years of experience designing, developing, and deploying large-scale machine learning, NLP, and LLM-powered systems for enterprise and high-traffic platforms. I focus on transformers, RAG workflows, recommendation engines, vector databases, and semantic search—delivered with strong MLOps discipline.

At Run.ai (03/2022–Present), I lead end-to-end MLOps for enterprise LLM-powered applications, including an enterprise NLP platform for automated contract analysis using transformers, LLMs, and RAG. I architected low-latency, multi-region inference with Kubernetes and Triton patterns, while establishing model governance, CI/CD, experiment tracking (MLflow, Weights & Biases), and automated validation and versioning.

Previously at BlueLabel Labs (06/2019–02/2022), I built personalization and recommendation systems for high-traffic e-commerce, processing 5M+ records and improving model training efficiency by 30%. I also led NLP pipelines that improved accuracy by 25–30%, deployed real-time solutions supporting 100,000+ transactions/day using FastAPI/Flask, and drove business impact through A/B testing, monitoring, and optimization.

Earlier at Istream Solutions (02/2018–05/2019), I developed NLP-driven sentiment analysis, topic classification, and automated tagging with 30% classification accuracy improvement. I built production REST API deployments, handled 1.5M feedback entries/month with Spark-based pipelines, and reduced unstructured text inference latency by 45%, while mentoring junior engineers to accelerate delivery.