Kshitij Dixit

I've built a Transformer-based EEG classifier at HCLTech that achieved 73.46% validation accuracy across six classes on 50,000 EEG samples, while delivering top per-class F1 scores of 0.87 and 0.82. At MNNIT Allahabad, I developed coalition-learning approaches for cooperative UAV swarms that converged to Shapley allocation with 0.33% error.

I also build practical AI and systems projects, including an autonomous SRE agent that diagnoses production incidents with human approval gates and a distributed rate-limiting gateway with sub-5ms evaluation latency. I'm currently developing an uncertainty-aware monocular depth-estimation pipeline for risk-aware rover navigation.