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Arvind SundaraRajan profile picture

Arvind SundaraRajan

Engineering Director 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 driv

Location Poland Warsaw 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

Quantum AI: Automating Serendipity in Scientific Discovery

Quantum AI: Automating Serendipity in Scientific Discovery

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2 min read
AI Music's Paper Trail: Embedding Provenance from the Start

AI Music's Paper Trail: Embedding Provenance from the Start

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2 min read
Unlocking AI Efficiency: Harnessing Symmetry for Lightning-Fast Optimization

Unlocking AI Efficiency: Harnessing Symmetry for Lightning-Fast Optimization

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2 min read
Unlock Deep Learning Stability: Navigate the Activation Function Galaxy with 9 Dimensions!

Unlock Deep Learning Stability: Navigate the Activation Function Galaxy with 9 Dimensions!

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2 min read
Quantum Benchmarking: Build-a-Benchmark for the Quantum Age by Arvind Sundararajan

Quantum Benchmarking: Build-a-Benchmark for the Quantum Age by Arvind Sundararajan

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2 min read
The Card Whisperer: Predicting Database Query Costs... Without Data by Arvind Sundararajan

The Card Whisperer: Predicting Database Query Costs... Without Data by Arvind Sundararajan

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2 min read
Turbocharge Your Models: Meta-Nets for Instant Optimization

Turbocharge Your Models: Meta-Nets for Instant Optimization

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Graph Neural Network Verification: A Reality Check

Graph Neural Network Verification: A Reality Check

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Quantum Agents: The Algorithmic Alchemists Reshaping Discovery

Quantum Agents: The Algorithmic Alchemists Reshaping Discovery

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Quantum Benchmarks: Build Once, Run Anywhere

Quantum Benchmarks: Build Once, Run Anywhere

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The 'Why' Algorithm: Building AI That Learns to Ask Questions

The 'Why' Algorithm: Building AI That Learns to Ask Questions

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2 min read
Democratizing Quantum Benchmarking: Modularity Unleashes Universal Access by Arvind Sundararajan

Democratizing Quantum Benchmarking: Modularity Unleashes Universal Access by Arvind Sundararajan

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GNN Blind Spots: The Hidden Cost of Powerful Graph Models

GNN Blind Spots: The Hidden Cost of Powerful Graph Models

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Video AI's Cultural Blind Spot: Why Your Models Might Be Misunderstanding the World

Video AI's Cultural Blind Spot: Why Your Models Might Be Misunderstanding the World

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GNN Predictions: Hidden Bugs and the Verification Nightmare by Arvind Sundararajan

GNN Predictions: Hidden Bugs and the Verification Nightmare by Arvind Sundararajan

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2 min read
Activation Alchemist: Sculpting Stability with Functional Signatures

Activation Alchemist: Sculpting Stability with Functional Signatures

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Quantum Benchmarks: The Build-Once, Run-Anywhere Revolution

Quantum Benchmarks: The Build-Once, Run-Anywhere Revolution

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2 min read
Decoding Cultures: Why Your Video AI Isn't Truly Seeing the World by Arvind Sundararajan

Decoding Cultures: Why Your Video AI Isn't Truly Seeing the World by Arvind Sundararajan

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2 min read
Quantum Benchmarking: Future-Proofing Your Code in the Algorithm Age by Arvind Sundararajan

Quantum Benchmarking: Future-Proofing Your Code in the Algorithm Age by Arvind Sundararajan

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2 min read
AI Renaissance: Bridging the Gap Between Intuition and Logic

AI Renaissance: Bridging the Gap Between Intuition and Logic

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The Cultural Iceberg: Unmasking Bias in Video AI

The Cultural Iceberg: Unmasking Bias in Video AI

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2 min read
Simulate Reality: Distributed Emulation for Next-Gen In-Memory Systems by Arvind Sundararajan

Simulate Reality: Distributed Emulation for Next-Gen In-Memory Systems by Arvind Sundararajan

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2 min read
Unlock Blazing-Fast Code: The Open-Source In-Memory Emulator You've Been Waiting For by Arvind Sundararajan

Unlock Blazing-Fast Code: The Open-Source In-Memory Emulator You've Been Waiting For by Arvind Sundararajan

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2 min read
Mortality as a Feature: Building Resilient and Empathetic AI by Arvind Sundararajan

Mortality as a Feature: Building Resilient and Empathetic AI by Arvind Sundararajan

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Reinforcement Learning Unleashed: Tiny Agents, Mighty Insights

Reinforcement Learning Unleashed: Tiny Agents, Mighty Insights

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Seeing the Future: Mastering Action Recognition with Recurrence-Complete Architectures

Seeing the Future: Mastering Action Recognition with Recurrence-Complete Architectures

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Decentralized Intelligence: Empowering Autonomous Systems with Localized Learning by Arvind Sundararajan

Decentralized Intelligence: Empowering Autonomous Systems with Localized Learning by Arvind Sundararajan

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Unlocking Image Understanding: A New Path to Visual AI for Everyone

Unlocking Image Understanding: A New Path to Visual AI for Everyone

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Mortality-Driven AI: Building Better Bots by Embracing Limits by Arvind Sundararajan

Mortality-Driven AI: Building Better Bots by Embracing Limits by Arvind Sundararajan

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Visual Echo: When Images Start Talking Back

Visual Echo: When Images Start Talking Back

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Quantum Weaving: Supercharging Multimodal AI Without the Exponential Overhead

Quantum Weaving: Supercharging Multimodal AI Without the Exponential Overhead

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Embrace the Limits: How AI's Constraints Fuel Innovation by Arvind Sundararajan

Embrace the Limits: How AI's Constraints Fuel Innovation by Arvind Sundararajan

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Quantum Weaving: A New Era of Multimodal AI by Arvind Sundararajan

Quantum Weaving: A New Era of Multimodal AI by Arvind Sundararajan

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The Hidden Oracle Inside Your AI: Unveiling Data Density with Latent Space Magic by Arvind Sundararajan

The Hidden Oracle Inside Your AI: Unveiling Data Density with Latent Space Magic by Arvind Sundararajan

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2 min read
Decoding the Cosmos: How AI Learns the Language of Stars

Decoding the Cosmos: How AI Learns the Language of Stars

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Unlocking the Brain's Secret Sauce: Bio-Reservoirs for AI

Unlocking the Brain's Secret Sauce: Bio-Reservoirs for AI

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Iris ID: Pocket-Sized Security, Future-Proof Protection

Iris ID: Pocket-Sized Security, Future-Proof Protection

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2 min read
Chasing Shadows: How AI is Illuminating Errors in Climate Data and Changing Global Policy

Chasing Shadows: How AI is Illuminating Errors in Climate Data and Changing Global Policy

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JEPAs: Unveiling the Hidden Density Oracle Within by Arvind Sundararajan

JEPAs: Unveiling the Hidden Density Oracle Within by Arvind Sundararajan

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2 min read
Democratizing Atmospheric Insight: Unveiling Greenhouse Gas Secrets with Open-Source Emulation

Democratizing Atmospheric Insight: Unveiling Greenhouse Gas Secrets with Open-Source Emulation

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Decoding the Cosmos: How AI is Making Sense of Starlight's Rhythms by Arvind Sundararajan

Decoding the Cosmos: How AI is Making Sense of Starlight's Rhythms by Arvind Sundararajan

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Taming the Turbulence: Streamlining Generative AI with Gradient Stabilization by Arvind Sundararajan

Taming the Turbulence: Streamlining Generative AI with Gradient Stabilization by Arvind Sundararajan

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JEPAs Unveiled: How Your AI Implicitly Knows Your Data's Secrets

JEPAs Unveiled: How Your AI Implicitly Knows Your Data's Secrets

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2 min read
Beyond Averages: Quantile-Based AI for High-Stakes Decisions

Beyond Averages: Quantile-Based AI for High-Stakes Decisions

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Unlocking Quantum Insights: Making Sense of Quantum Graph Networks

Unlocking Quantum Insights: Making Sense of Quantum Graph Networks

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Harmonizing AI Voices: Bridging the Gap in Intelligent Communication

Harmonizing AI Voices: Bridging the Gap in Intelligent Communication

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Reviving Lost Tongues: AI-Powered Grammar for Language Preservation

Reviving Lost Tongues: AI-Powered Grammar for Language Preservation

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Hyper-Accurate Time Series: Bridging the Prediction Gap with Glocal Learning by Arvind Sundararajan

Hyper-Accurate Time Series: Bridging the Prediction Gap with Glocal Learning by Arvind Sundararajan

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2 min read
Unlock Brain Data with Dynamic AI: The Key to Personalized Insights by Arvind Sundararajan

Unlock Brain Data with Dynamic AI: The Key to Personalized Insights by Arvind Sundararajan

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Beyond True/False: Level Up Your Logic with Contextual Decisions by Arvind Sundararajan

Beyond True/False: Level Up Your Logic with Contextual Decisions by Arvind Sundararajan

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2 min read
LLM Data Detox: Erasing the Past for a Brighter AI Future

LLM Data Detox: Erasing the Past for a Brighter AI Future

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Rewind & Relive: Reconstructing Surgery from Any Angle

Rewind & Relive: Reconstructing Surgery from Any Angle

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2 min read
Time-Traveling Data: Seeing Through the Gaps in Time Series Imputation by Arvind Sundararajan

Time-Traveling Data: Seeing Through the Gaps in Time Series Imputation by Arvind Sundararajan

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2 min read
Rewriting History: Aligning AI Through Counterfactual Learning by Arvind Sundararajan

Rewriting History: Aligning AI Through Counterfactual Learning by Arvind Sundararajan

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2 min read
See Through Their Eyes: Reconstructing Surgery from Any Angle by Arvind Sundararajan

See Through Their Eyes: Reconstructing Surgery from Any Angle by Arvind Sundararajan

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2 min read
Spatial Sense: Extracting the 'Where' and 'How' from Vision-Language Models by Arvind Sundararajan

Spatial Sense: Extracting the 'Where' and 'How' from Vision-Language Models by Arvind Sundararajan

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2 min read
AI's 'Success' Paradox: When More Optimization Means Less Control

AI's 'Success' Paradox: When More Optimization Means Less Control

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AI-Forged Nanopatterns: Democratizing Chip Design with Self-Assembly

AI-Forged Nanopatterns: Democratizing Chip Design with Self-Assembly

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Unlock Next-Level Generative AI: Perceptual Fine-Tuning for Stunning Visuals

Unlock Next-Level Generative AI: Perceptual Fine-Tuning for Stunning Visuals

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2 min read
Unlock Peak Model Performance: MINERVA's Surprisingly Simple Feature Selection by Arvind Sundararajan

Unlock Peak Model Performance: MINERVA's Surprisingly Simple Feature Selection by Arvind Sundararajan

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