Ashutosh Kumar
Machine Learning Engineer & Researcher
Bringing vision, impact, and intelligence into a single pipeline.
Masters in AI @ RIT | IIT Roorkee Grad | Building Better Realities
AshutoshAsAnMLE = (
VisionModels(calibrated_for=RGB_Thermal)
+ MultimodalFusion(low_visibility=True)
+ CognitiveAI(symbolic_reasoning=True)
+ VaccineDecisionSupport(using="MCDA")
+ SportsAnalytics(vlm_tuned_for="Cricket")
- FutureImpactLoss(minimize=True)
)
AshutoshAsAnMLE.deploy(torch.autograd.set_detect_anomaly(True))
You can check out my latest work here!
Understanding of the AI World
The world is full of powerful AI systems, but:
- They struggle to generalize across domains
- They often ignore societal impact
- They miss out on multimodal depth and human context
Capabilities Snapshots
-
🎥 Computer Vision Multi-modal Image Registration and RGB-Thermal Stereo Calibration, Transformer-based RGB-Thermal Sensor Fusion for 3D Perception stack, Thermal-SLAM for Multi-Sensor Localization and Mapping Improved 3D perception in low-visibility scenarios -
💉 Public Health AI Vaccine Prioritization (MCDA) Equitable, data-driven vaccine allocation -
🌫️ Sensor Fusion Low-Visibility Object Detection Safer autonomy using RGB-Thermal-LiDAR fusion -
🧠 Neurosymbolic GenAI Cognitive Science Meets Transformers Human-like generative reasoning and concept learning -
🏏 Sports Analytics Custom VLMs for Cricket Emotionally intelligent, coherent sports commentary
Outside academia, I am a huge fan of cricket. I love to read books, write poetry, and play cricket and badminton.