Location: Singapore Remote: Yes

Willing to relocate: No

Technologies: Python, PyTorch, Core LLM Architecture, Diffusion Language Models, AI Agents, Reasoning, Fine-tuning (SFT/RLHF/DPO), Efficient Inference

Résumé/CV: https://www.linkedin.com/in/david-valente-018243245/

Email: davidafonso.valente@gmail.com

I am an AI PhD candidate at the National University of Singapore (NUS) and an active AI researcher at BottleCap SE. I specialize in core foundational models, focusing on advanced reasoning, diffusion language models, agentic systems, and architectural efficiency.

Remote: Yes

Willing to relocate: No

Technologies: Python, PyTorch, Core LLM Architecture, Diffusion Language Models, AI Agents, Reasoning, Fine-tuning (SFT/RLHF/DPO), Efficient Inference

Résumé/CV: https://www.linkedin.com/in/david-valente-018243245/

Email: davidafonso.valente@gmail.com

I am an AI PhD candidate at the National University of Singapore (NUS) and an active AI researcher at BottleCap SE. I specialize in core foundational models, focusing on advanced reasoning, diffusion language models, agentic systems, and architectural efficiency.

I am available for fractional consulting, technical due diligence, and architecture advisory. I partner with technical teams and investors to design scalable agentic workflows, optimize custom fine-tuning pipelines, slash inference compute costs, and evaluate the true technical defensibility of emerging machine learning stacks.