Mohammed Udaipurwala

About Mohammed Udaipurwala

I’m a Machine Learning Engineer with a strong foundation in data science and a proven…

Experience

1. Machine Learning Engineer

   Dawat-E-Hadiyah

   Mar 2023 — Present

   Led end-to-end development of RAG-based NLP systems using Lang Chain, FAISS, OpenAI embeddings, and pgvector, cutting report generation costs by 85% and accelerating insights via automated, context-aware pipelines.• Forecasted community migration trends with XG Boost and custom pipelines, informing executive decisions that optimized resource allocation and benefited thousands locally.• Directed AI integration across two cross-functional teams as primary contact; conducted 10+ LLM workshops and deployed multi-agent frameworks (AutoGen, CrewAI), streamlining task orchestration and boosting AI adoption.• Engineered MFCC-enhanced CNN-RNN audio analysis system detecting articulation anomalies in Arabic recitations; achieved 92% real-time feedback accuracy, automating pronunciation assessment in education.• Architected foundational LLM for Arabic-Indic languages using tokenization and transformer pipelines, advancing NLP for morphologically rich languages with a projected 70% accuracy boost.• Rebuilt enterprise-grade analytics platform with secure, role-based dashboards and self-serve features, reducing backlog by 85% and democratizing data access for 100+ stakeholders.