Shubham Sahoo
MLE · SNAP INC. · LONDON
Shubham Sahoo

Deep Learning
Engineer &
Researcher

Building diffusion models, LoRA adapters & distilled on-device generative systems at Snap. IIT Kharagpur dual degree in EE & CS.

View Work ↗About & CVGitHub ↗LinkedIn ↗HuggingFace ↗
4M+
Snap Lens users
2.69×
SAM TRT speedup
8.65
CGPA · IIT KGP
1
Patent filed
LoRA
FLUX · QWEN · SDXL
SNAP INC. · FEATURED WORK
Diffusion model fine-tuning for Snap Lenses
LoRA + PEFT adapters on FLUX & QWEN for domain-specific Image2Image tasks. NAS-searched GAN distillation for on-device m
Current role
MLE · Shubham · London
Education
IIT Kharagpur · Dual Degree
Specialisation
Generative AI · Mobile ML
Publications
3 IEEE · 9 citations
CORE SKILLS
FLUXSDXLLoRAPEFTGKA DistillationGANTensorRTCUDAPyTorchKubernetes
Featured projects
All projects ↗
Snap Inc.
Diffusion model fine-tuning for Snap Lenses
LoRA + PEFT adapters on FLUX & QWEN for domain-specific Image2Image tasks. NAS-searched GAN distillation for o
FLUXQWENLoRAPEFT
NeuroPixel.AI
FitDiT — flat-lay to model translation
Novel approach converting flat-lay apparel images to model images using FitDiT architecture. Refined apparel m
PyTorchTransformersCUDADFT Loss
NeuroPixel.AI
Real-time segmentation pipeline
Production-grade object segmentation using Meta's SAM optimised to TensorRT format. Achieved 2.69× faster infe
SAMTensorRTCUDADocker

Generative AI
that actually ships

From fine-tuning large diffusion models with LoRA adapters to distilling them into GAN architectures for real-time mobile inference — I build at the intersection of research and production.

Full CV & experience ↗
EDUCATION
IIT Kharagpur
Dual Degree · EE&C + CS Minor
CGPA 8.65 / 10.0
CURRENT ROLE
Snap Inc. London
Machine Learning Engineer
Dec 2025 – Present
RESEARCH
3 IEEE papers
5G · Robotics · Autonomous vehicles
9 total citations
PATENT
Hypergen
Text-prompted weight correction
Filed 2026