Hi, I'm Deep Rathi - AI Engineer specializing in low-latency ML and real-time inference
I'm passionate about building machine learning systems that excel in speed and real-time performance, especially generative AI. I thrive on transforming complex AI concepts into robust, production-ready solutions, pushing the boundaries of AI efficiency.
At a glance
Curated signals on strengths, focus areas, and how they can help.
Led foundation in data science at Vellore Institute of Technology.
Currently an AI Engineer at Key, building real-time generative AI systems.
Can provide expertise on optimizing AI models for low-latency inference.
🚀 Career trajectory
Foundation in Data Science
Began with data analytics and dashboard development, gaining foundational skills in data handling and business insights.
✦ Data Analytics
✦ Data Visualization
✦ SQL
Deep Dive into ML Research
Transitioned to AI research, contributing to autonomous driving models and gaining experience in model training and evaluation.
✦ Machine Learning
✦ Autonomous Driving
✦ Research
Focus on Real-Time AI
Specialized in building low-latency ML systems, focusing on generative AI and optimizing real-time inference for production environments.
✦ Low-Latency Systems
✦ Generative AI
✦ Real-Time Inference
💪🏻 Superpowers
Real-Time ML System Architect
Expert in designing and optimizing machine learning systems for speed.
✦ Develops generative AI models for real-time inference.
✦ Optimizes system pipelines for low-latency ML deployment.
✦ Builds high-performance trading systems where milliseconds matter.
Generative AI Innovator
Pioneering the application of generative AI and LLMs.
✦ Creating advanced generative AI models.
✦ Leveraging Large Language Models for complex tasks.
✦ Automating ML pipelines for enhanced efficiency.
Autonomous Systems Contributor
Experienced in AI for autonomous applications.
✦ Contributed to deep learning models for autonomous driving.
✦ Involved in data annotation and model training.
✦ Applied AI research across various domains.
