AI Leadership & Tech Management

Building AI Systems That Ship

I help Fortune 100 enterprises turn complex, manual processes into production-grade AI systems. Working directly with CxOs to re-imagine how businesses operate - delivering faster than anyone else in market.

Published researcher. Former Teradata. Stanford CS.

Musa Dildar Ahmed
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Experience

Where I've Made an Impact

Avirso

AI Leadership & Tech Management

2025 – Present

Leading technology strategy and delivery for Fortune 100 enterprises - from automating manual workflows to fundamentally re-imagining business processes with AI. Working directly with CxOs to identify high-impact opportunities and deliver custom-built AI solutions faster than any competitor in market.

Enterprise AILLM DeploymentProcess AutomationStrategy

Teradata

Data Science Engineer II

Jan 2025 – Apr 2025

Trained the AI ASK SQL model and built an agentic in-database workflow engine, enabling natural language interaction with Teradata. Benchmarked VectorStore performance, generated in-database ONNX embeddings, and shipped intent classification and multi-entity tagging pipelines - bringing NLP capabilities natively into the Teradata ecosystem.

Agentic AINLPONNXIn-DB ML

Teradata

Data Science Associate I

Dec 2023 – Jan 2025

Architected TDNN, an in-database deep learning inference library modeled on PyTorch nn, allowing enterprise customers to run predictions at scale without data movement. Built a production RAG pipeline for LLM-powered question answering within Teradata and achieved state-of-the-art accuracy on wafer defect detection, outperforming existing DL/ML baselines.

Deep LearningRAG PipelinesPyTorchC++

Teradata

Graduate Associate

Sep 2023 – Dec 2023

Earned Spot Award for A Grade in the LEAP program and recognized as Salutatorian. Designed and implemented a full data warehouse pipeline, demonstrating production-readiness from day one.

Data WarehousingPythonTeradata Vantage

Let's Work Together

Open to consulting engagements, partnerships, and conversations about enterprise AI.

musa@avirso.ai