about
education
- Frederick N. Andrews Fellowship Recipient - Batch 2028
- Specialization in Machine Learning and Bio-science - Batch 2023
- Specialization in Machine Learning - Batch 2021
research
- Open-Source AI Framework for Efficient Annotation in Digital Pathology
- Translation of Single-cell Gene Expression to Histopathological Images
- Transcriptomics-Morphology Generation Via Drug Treatment Conditioning (Forward)
- Transcriptome-Morphology Perturbation Guided Drug Molecule Design (Inverse)
- Dynamics of Seizure-Like Activity in Brain Organoid Neuronal Networks
- Sensor Space EEG Reconstruction of Temporally Evoked Neural Features (Forward)
- Modeling of Auditory Cortical-Subcortical Dynamics with PSD Networks (Inverse)
- Modeling Multi-Modal FMRI and Image Generation for Visual-Cortical Understanding
- Degraded Image Restoration via Latent Rectified Flow & Feature Distillation
- Unified Multi-Modal Interactive and Reactive 3D Motion Generation
- Self-trained Student-Teacher Models for Label-Free Panoptic Segmentation
previously
- Developed open-source semi-supervised deep learning histopathology cell annotation tool for the Cancer Research Institute
- Unsupervised deep learning analysis of seizure-like-activity on brain organoids to study traumatic brain injury effects
- Self-supervised deep learning for segmentation and domain adaptation in natural/bio imaging applications
- Optimizing UMAP's machine learning algorithm using autoencoders and discriminative contrastive loss methods
- Deep learning generalizability in tissue classification using domain-invariant representation of hyperspectral data
- Developed an intelligent database to assist clinicians make informed decisions and provide personalized care to patients
- Developed MOOC 'Informed Clinical Decision Making using Deep Learning' for Coursera with Prof Fani Deligianni
- Machine Learning to Detect Kaon-Pion Hadron Particles
- Machine Learning to Detect Arrhythmia Based on ECG Data
- Research on UK-Europe fintech start-ups, covering technological trends of software development in the industry
- Developed an augmented reality localization mapping android software to view dataflow between two machines with Unity
- Full-stack web-application developer for a journal sorting and storing application using NodeJS and NoSQL database
- Applied computational photo-physics research: calculating two-photon absorption cross-section of phenylamine dyes
- Experimenting on nano-materials under environmental stress and biomaterial-based charge storage and super-capacitors