Ali Robin

I’m a Senior AI/ML Engineer with 7+ years designing, developing, and deploying machine learning solutions for enterprise applications. I specialize in Generative AI, LLMs, NLP, and MLOps—turning models into reliable, production-ready systems.

At LeadsGenius, I led development of GenAI solutions using LLMs, RAG, and AI Agents with LangChain, LangGraph, Hugging Face, and OpenAI APIs. I improved response accuracy by 30%, built scalable API services (FastAPI, Flask, GraphQL, Docker, Kubernetes) supporting 100K+ daily requests, and streamlined pipelines to reduce training time by 35% while improving model accuracy by 18%.

I also strengthened end-to-end deployment and performance through MLOps pipelines with MLflow, DVC, GitHub Actions, CI/CD, AWS SageMaker, AzureML, and containerized releases. I integrated LLM-powered RAG systems with Spark, Airflow, PostgreSQL, MongoDB, Redis, and Elasticsearch—reducing query latency by 45% and increasing retrieval accuracy by 35%.

Earlier, at Zapta Technologies and 10Pearls, I upgraded ML/DL models (Python, TensorFlow, PyTorch) to improve accuracy by 20% and reduce inference time by 30%, while delivering NLP solutions for semantic search, classification, and chatbots. I’ve also built scalable backend systems, ETL pipelines, and secure REST APIs, and I apply the same production mindset to projects like Repurpose.io, h1.co, and Leaseo.ai.