$ ~/sourabh whoami
Hey, I'm Sourabh.
I'm building Unrealizex — a 3D Copilot for Creatives.
Been a portrait artist myself, I know the effort it takes to bring new art and creations into this world. I'm on a mission to remove the friction and empower artists — the same way the internet empowered software engineers.
// current build
Unrealizex — 3D Copilot for Creatives
Creating shouldn't require wrestling with software. Unrealizex is an AI-native 3D tool that lets artists, designers, and creators go from idea to 3D — with a copilot that understands creative intent. Think of it as bringing the power of generative AI to the 3D creative workflow.
$350M+
Business Impact
from AI I've Built
6+ yrs
Shipping AI
to Production
5000%
Fastest Pipeline
Speed-up
3
Published Papers
& Invited Talks
// agentic ai
Internal Multi-lingual & Multimodal Perplexity
A multilingual Agentic AI system with deep research capability over internal legal, medical, and compliance documents. 99.99% information retrieval accuracy across images and European languages.
Fine-tuning
GraphRAG
LLMs
Retrieval
Multi-Agent
→ 5 days to seconds | $100M+ cost savings
// optimization
Sales Touchpoint Optimization
Recommendation system with 800+ features providing next-best-action recommendations to salesforce, with full explainability for every prediction.
Explainable AI
Constrained Optimization
Counterfactuals
Predictive Modeling
→ $200M+ sales uplift in 6 months
// competitive intelligence
Web Surveillance Agent
Agentic system that surveils the internet for the last 24 hours of updates and generates alerts based on signals and topics of interest.
Agentic AI
Web Scraping
LLMs
Web Indexing
→ $50M+ in vendor cost savings
// mlops
No-Code Auto-ML Platform
End-to-end ML platform — from training to prediction with zero code. Parallelized hyperparameter tuning across 50 experiments. Built SDKs, APIs, and monitoring on AWS.
Auto-ML
AWS
MLFlow
FastAPI
→ 5000% training speed-up | 90% less maintenance
// edge ml
On-Device Arrhythmia Detection
Real-time cardiac arrhythmia detection running on-device on IoT hardware. No cloud, no latency.
TensorFlow Lite
Edge ML
IoT
Time-Series
// eval
Model Pulse — Agent Evaluation Platform
"LLM as a Judge" for multi-agentic systems. Auto-generates test cases and evaluates each node of an agentic pipeline.
LLM Evaluation
Multi-Agent
Test Generation
Gaussian Pyramid Architecture in Self-Supervised Learning
Novel self-supervised learning approach using Gaussian pyramid layers. Challenged the assumption that deeper layers always yield better features.
Frictionless Data Infrastructure for Open Data Commons
FAIR data validation infrastructure. Presented at INCF Neuroinformatics Assembly 2023. Used by 1000+ researchers.
Computational Intelligence for Computer Vision
Survey of YOLO, Fast R-CNN, Mask R-CNN — mapping interrelations across detection, segmentation, and instance segmentation.
LLMs
Fine-tuning
LangGraph
Multi-Agent AI
RAG
PyTorch
Python
TensorFlow
Deep Learning
Transformers
Reinforcement Learning
NLP
Explainable AI
Predictive Modeling
scikit-learn
PySpark
AWS
SageMaker
Lambda
Databricks
Azure
MLFlow
Docker
Kubernetes
Terraform
FastAPI
>
Founder of Unrealizex — 3D Copilot for Creatives
now
>
Portrait artist who learned to code — building for the creative community
>
Stanford GSB — Executive Business Program
4.0 GPA
>
University of San Diego — MS · Fellow
4.0 GPA
>
6+ years shipping AI to production across healthcare, automotive, IoT
>
3 published papers · Invited speaker — INCF Neuroinformatics