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Arvind SundaraRajan

VP level Expert with 20+ years in software engineering and 15+ years leading AI/ML teams and production deployments. Expert in ML/AI platforms, MLOps, Gen AI, and scalable data architectures

Location Chennai Joined Joined on  Personal website https://pl.linkedin.com/in/arvindsrajan

Education

Bachelor of Engineering (Computer Science), Anna University (2000-2004)

Pronouns

He/Him

Work

Engineering Director, AI/ML Data & Analytics Lead at LTIMindtree, driving production AI innovation

Unshining the Truth: Reconstructing 3D from Reflections with 'Clay Vision'

Unshining the Truth: Reconstructing 3D from Reflections with 'Clay Vision'

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Seeing Through the Shine: AI That 'Sculpts' 3D from Reflections

Seeing Through the Shine: AI That 'Sculpts' 3D from Reflections

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Unveiling the Hidden Geometry That Supercharges Neural Nets

Unveiling the Hidden Geometry That Supercharges Neural Nets

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Maglev Robotics: Levitating Towards a Revolution in Automated Assembly

Maglev Robotics: Levitating Towards a Revolution in Automated Assembly

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2 min read
AI Eyes on the Road: Predicting Traffic Catastrophes Before They Happen by Arvind Sundararajan

AI Eyes on the Road: Predicting Traffic Catastrophes Before They Happen by Arvind Sundararajan

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Seeing the Road Ahead: Real-Time AI for Traffic Anomaly Detection

Seeing the Road Ahead: Real-Time AI for Traffic Anomaly Detection

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Unlocking Algorithmic Elegance: AI's Blind Spot and the Power of Evolutionary Mappings by Arvind Sundararajan

Unlocking Algorithmic Elegance: AI's Blind Spot and the Power of Evolutionary Mappings by Arvind Sundararajan

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Turbocharging Solvers: Smarter Hybrid Approaches to Constraint Satisfaction

Turbocharging Solvers: Smarter Hybrid Approaches to Constraint Satisfaction

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AI Spots Trouble Before Traffic Does: Preventing Urban Gridlock with Smart Vision by Arvind Sundararajan

AI Spots Trouble Before Traffic Does: Preventing Urban Gridlock with Smart Vision by Arvind Sundararajan

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Breaking the Sound Barrier with AI: Neural Networks Take Flight

Breaking the Sound Barrier with AI: Neural Networks Take Flight

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Unlocking Data Narratives: Visualizing Information Flow with Concept Graphs

Unlocking Data Narratives: Visualizing Information Flow with Concept Graphs

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Unlock Data Narratives: Visualize Processes with Skeleton Diagrams

Unlock Data Narratives: Visualize Processes with Skeleton Diagrams

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Tame Your LLMs: A New Optimizer for Robust Deep Learning

Tame Your LLMs: A New Optimizer for Robust Deep Learning

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Wiring Diagrams: Visual Blueprints for Complex Data Flows

Wiring Diagrams: Visual Blueprints for Complex Data Flows

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Unlocking Peak Performance: A New Optimizer That Tames the Training Beast by Arvind Sundararajan

Unlocking Peak Performance: A New Optimizer That Tames the Training Beast by Arvind Sundararajan

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See the Forest for the Trees: Unveiling Data Insights with Connection Maps

See the Forest for the Trees: Unveiling Data Insights with Connection Maps

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Unlock Insights: Data Wiring for Concept Discovery by Arvind Sundararajan

Unlock Insights: Data Wiring for Concept Discovery by Arvind Sundararajan

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Turbocharge Your LLMs: A Breakthrough in Neural Network Optimization

Turbocharge Your LLMs: A Breakthrough in Neural Network Optimization

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Decoding Movement: Emulating Biological Motion for Smarter Robots

Decoding Movement: Emulating Biological Motion for Smarter Robots

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Anon: The Adaptive Optimizer Bridging SGD and Adam for Peak AI Performance

Anon: The Adaptive Optimizer Bridging SGD and Adam for Peak AI Performance

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Surgical Precision with AI: A New Era in Lung Cancer Staging

Surgical Precision with AI: A New Era in Lung Cancer Staging

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Monte Carlo Neural Operators: Democratizing Physics Simulations by Arvind Sundararajan

Monte Carlo Neural Operators: Democratizing Physics Simulations by Arvind Sundararajan

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The Entropy Wall: Are There Thermodynamic Limits to Intelligence? by Arvind Sundararajan

The Entropy Wall: Are There Thermodynamic Limits to Intelligence? by Arvind Sundararajan

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AI's Thermodynamic Limit: Are We Hitting a Wall?

AI's Thermodynamic Limit: Are We Hitting a Wall?

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Beyond Flatland: Unleashing AI's Potential with Hyperbolic Knowledge by Arvind Sundararajan

Beyond Flatland: Unleashing AI's Potential with Hyperbolic Knowledge by Arvind Sundararajan

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Harmonic AI: Composing Music with Feeling

Harmonic AI: Composing Music with Feeling

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Kinship Code: How Family Trees Explain Data Structures

Kinship Code: How Family Trees Explain Data Structures

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Orchestrating Nature: AI-Powered Birdsong Soundscapes by Arvind Sundararajan

Orchestrating Nature: AI-Powered Birdsong Soundscapes by Arvind Sundararajan

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Nanophotonic AI: From Lab to Lightsaber (Maybe!)

Nanophotonic AI: From Lab to Lightsaber (Maybe!)

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Erase and Rewind: Surgically Removing Bias from AI Models

Erase and Rewind: Surgically Removing Bias from AI Models

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Erase & Protect: Face Anonymization Without the AI Training Hassle by Arvind Sundararajan

Erase & Protect: Face Anonymization Without the AI Training Hassle by Arvind Sundararajan

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Quantum Leap for Vision: Masked Autoencoders Decode the Invisible by Arvind Sundararajan

Quantum Leap for Vision: Masked Autoencoders Decode the Invisible by Arvind Sundararajan

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Erase Faces, Not Utility: Instant Privacy for Image AI by Arvind Sundararajan

Erase Faces, Not Utility: Instant Privacy for Image AI by Arvind Sundararajan

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Democratizing AI: Teaching LLMs to Think with Simple Steps

Democratizing AI: Teaching LLMs to Think with Simple Steps

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AI Amnesia: Selectively Forgetting with Geometric Unlearning

AI Amnesia: Selectively Forgetting with Geometric Unlearning

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Stochastic In-Memory Computing: The Edge AI Game Changer by Arvind Sundararajan

Stochastic In-Memory Computing: The Edge AI Game Changer by Arvind Sundararajan

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Unlocking Data's Hidden Geometry: A New Era for Neural Networks by Arvind Sundararajan

Unlocking Data's Hidden Geometry: A New Era for Neural Networks by Arvind Sundararajan

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From Scribble to Stroll: AI-Powered World Creation is Here by Arvind Sundararajan

From Scribble to Stroll: AI-Powered World Creation is Here by Arvind Sundararajan

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LLMs Unchained: The Power of In-Model Cognitive Programs by Arvind Sundararajan

LLMs Unchained: The Power of In-Model Cognitive Programs by Arvind Sundararajan

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Unlocking Soccer Secrets: AI-Powered Play Analysis from Broadcast Footage by Arvind Sundararajan

Unlocking Soccer Secrets: AI-Powered Play Analysis from Broadcast Footage by Arvind Sundararajan

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AI Camouflage: Clothing That Breaks the Algorithm

AI Camouflage: Clothing That Breaks the Algorithm

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Unlocking Global Optima: A Leap in Efficient Function Optimization

Unlocking Global Optima: A Leap in Efficient Function Optimization

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Embrace the Flaw: Unleashing Creativity with 'Semantic Glitches' in AI Art

Embrace the Flaw: Unleashing Creativity with 'Semantic Glitches' in AI Art

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Metamaterial Magic: AI Unleashes a New Era of Customizable Matter by Arvind Sundararajan

Metamaterial Magic: AI Unleashes a New Era of Customizable Matter by Arvind Sundararajan

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Breaking the Curse: Globally Optimizing the Previously Unsolvable

Breaking the Curse: Globally Optimizing the Previously Unsolvable

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Beyond Gradient Descent: A New Era of Efficient Global Optimization for AI

Beyond Gradient Descent: A New Era of Efficient Global Optimization for AI

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Decoding the Beautiful Game: AI's Play-by-Play Revolution by Arvind Sundararajan

Decoding the Beautiful Game: AI's Play-by-Play Revolution by Arvind Sundararajan

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The Self-Aware Robot: How Confidence Unlocks Clever Tool Use

The Self-Aware Robot: How Confidence Unlocks Clever Tool Use

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Silent Signals: Hiding Red Team Operations in AI Noise by Arvind Sundararajan

Silent Signals: Hiding Red Team Operations in AI Noise by Arvind Sundararajan

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Global Optimization: Finding the Needle in a Haystack – Faster by Arvind Sundararajan

Global Optimization: Finding the Needle in a Haystack – Faster by Arvind Sundararajan

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Beyond Gradients: Democratizing Global Optimization with Adaptive Search

Beyond Gradients: Democratizing Global Optimization with Adaptive Search

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Cloak of Invisibility: Hiding from AI in Plain Sight

Cloak of Invisibility: Hiding from AI in Plain Sight

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Robot Toolsmiths: Why Confidence Isn't Creativity (Yet)

Robot Toolsmiths: Why Confidence Isn't Creativity (Yet)

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Unlock Real-Time Tactical Vision: AI-Powered Play Analysis for Sports

Unlock Real-Time Tactical Vision: AI-Powered Play Analysis for Sports

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Robot Reflection: Unlocking Ingenious AI with Self-Aware Machines

Robot Reflection: Unlocking Ingenious AI with Self-Aware Machines

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The Art of the Imperfect: Embracing AI Glitches for Unexpected Creativity by Arvind Sundararajan

The Art of the Imperfect: Embracing AI Glitches for Unexpected Creativity by Arvind Sundararajan

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Beyond Tool Use: Robots That Invent

Beyond Tool Use: Robots That Invent

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Taming the Data Beast: Build Pipelines That Bend, Not Break by Arvind Sundararajan

Taming the Data Beast: Build Pipelines That Bend, Not Break by Arvind Sundararajan

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Embrace the Glitch: Finding Beauty in AI Imperfection

Embrace the Glitch: Finding Beauty in AI Imperfection

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Unlocking Speed: Certified Symmetry Breaking with Auxiliary Variables

Unlocking Speed: Certified Symmetry Breaking with Auxiliary Variables

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