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DeltaTune Lab

Efficient intelligence. Careful experiments. Open research.

DeltaTune Lab is an independent AI research lab founded by Rao Muhammad Dayan Atif and Syed Muhammad Sarim Ahsan in Pakistan.

We study how to make AI models more adaptable, capable, and efficient without relying on unnecessary scale.

Research areas

  • Efficient fine-tuning and model adaptation
  • Reinforcement learning and post-training
  • Compact model reasoning
  • Model optimization and distillation
  • GPU systems and memory efficiency

Our approach

We value:

  • Clear research questions
  • Reproducible experiments
  • Honest reporting of limitations
  • Practical and accessible AI systems
  • Open technical documentation

Our public models, datasets, and research artifacts will be shared here as they become ready.

Founders

Syed Muhammad Sarim Ahsan — AI systems, model optimization, and research implementation
GitHub · LinkedIn

Rao Muhammad Dayan Atif — Efficient AI research, model adaptation, and machine learning systems
GitHub · LinkedIn

Both founders are connected with Sir Syed University.

Links

Research artifacts are shared as they become available. Early diagrams and descriptions may represent research directions rather than evaluated results.

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