Wrick Talukdar

Thought Leader | GenAI, AI/ML Product | Advisor | Bestselling Author

Distinguished technology leader with over two decades of experience driving technological transformations in global enterprises. Renowned for expertise in AI, Machine Learning, Generative AI, and Cloud Computing, consistently leveraging cutting-edge technologies to deliver strategic business value.

Wrick Talukdar

About

Empowering the future through AI innovation and scientific research

Wrick is a distinguished AI/ML architect and product leader with over two decades of experience driving technological transformations in global enterprises. Throughout his career, Wrick has led digital initiatives that drive significant cost savings and accelerate time-to-market. He has a proven track record of building high-performance teams that deliver innovative AI products and solutions.

As a strategic thinker, Wrick excels in aligning technology with business goals, fostering cross-functional collaboration, and addressing complex challenges with data-driven approaches. His ability to bridge technical expertise with business vision positions him as a key leader in driving sustainable growth and innovation. Wrick is a TOGAF® Level 2 Certified Professional, holding multiple AWS and Azure certifications in Artificial Intelligence and Machine Learning.

Beyond his professional achievements, Wrick has made a lasting impact on the global scientific community, with his research widely referenced and cited worldwide. He serves as Chair of IEEE NIC, is a Senior Member of IEEE, and holds the role of Chief AI/ML Architect for Generative AI Initiatives within the IEEE Industry Engagement Committee (IEC), where he empowers young professionals to advance their careers through technology and generative AI.

Additionally, as a Senior Member and Advisor of the Consumer Technology Society (CTSoc), he plays a key role in shaping technology standards and provides strategic guidance on major global conferences, including ICCE.

Professional Timeline

Career highlights and leadership roles in AI/ML innovation

Present

Technology Leader, Amazon Web Services

Leading generative AI initiatives, driving technology and fostering innovation globally. Overseeing strategic partnerships and implementations.

2019 - 2020

Architecture & Product Management, Consulting

Spearheading Cloud products strategy and empowering organizations to advance their AI/ML adoption through cutting-edge technologies and strategic industry engagement.

2018 - 2019

Senior Domain/Enterprise Architect Leader, AHS

Shaping technology standards and frameworks for provincial healthcare modernization. Helping Alberta's One Patient One Record initiative as an architect.

2016-2017

Enterprise Architect Leader, CGI

Leading digital transformation initiatives across North America, Caribbean, and Mexico for Oil & Gas, savings and accelerating time-to-market through innovative Cloud and AI/ML solutions and team leadership.

2007-2016

Technology Architect, IBM

Built high-performance teams and delivered innovative products, focusing on cloud computing, machine learning, and enterprise-scale technology solutions.

2005-2007

Software Engineering, PwC Global

Specialized in aligning technology with business goals, fostering cross-functional collaboration, and addressing complex challenges with data-driven development approaches.

Speaking Engagements & Conferences

Thought leadership and knowledge sharing across global platforms

2025

Keynote

IEEE Conference on Consumer Electronics (ICCE), Berlin Germany

"Building Agentic AI Systems for Consumer Technology"

Exploring the future of autonomous AI agents in consumer applications and their impact on industry standards.

Agentic AI Consumer Tech
Keynote

Technology Summit, Berlin Germany

"Generative AI in Enterprise: Challenges and Opportunities"

Addressing security, ethics, and scalability in enterprise AI implementations.

Enterprise AI GenAI Security
Panel

IEEE-Eta Kappa Nu HKN, Singapore

"Career Development through AI Technologies"

Empowering young professionals with practical AI solutions for strategic career guidance..

Enterprise AI GenAI Security
Panel

Industry Forum on LLMs in Consumer Technology, Las Vegas US

"Large Language Models in Consumer Technologies"

As LLM advance in rapid pace, they bring unprecedented opportunities and challenges.

Consumer technologies Generative AI
AI Summit

Agentic Processing, San Jose US

"GenAI-Powered Autonomous Agentic Systems"

Demonstrating practical applications of autonomous systems for multimodal content processing.

AI Agents Insurance, Finance, Healthcare

2024

Workshop

IEEE Industry Engagement Workshop, Virtual

"Career Development through AI Technologies"

Empowering young professionals with practical AI skills and strategic career guidance.

Career Development Professional Growth
Presentation

Global Technology Leadership Forum, Virtual

"Digital Transformation through AI: Strategic Business Value"

Case studies and frameworks for successful AI adoption in global enterprises.

Digital Transformation Business Strategy

2023

AWS re:invent

Multimodal content processing, Las Vegas US

"GenAI-Powered Multimodal Systems"

Demonstrating practical applications of Generative AI in multimodal content processing.

Multimodality Cross Industry
Deep-dive

Cloud Computing & AI Symposium, Canada

"Scalable AI Architectures on Cloud Platforms"

Best practices for deploying enterprise-grade AI solutions using Cloud.

AI/ML Patterns & Architecture AWS
Leadership

ADIPEC, Abu Dhabi

"Energy Transformation through AI/ML and IoT"

Transform energy industry with artificial intelligence and connected devices.

AI/ML Patterns & Architecture AWS
Panel

ADIPEC, Abu Dhabi

"Digital Twin"

Envision a safe and secure offsite with digital twin technology.

Oil & Gas AI,ML, IoT

2022

Presentation

Energy Station of the Future, Houston US

"AI Powered Futuristing Gas Station"

Innovate gas stations with AI/ML and IoT.

Oil&Gas Retail
Deep-dive

AI Seminar, Canada

"Implement efficient AI Architectures at scale"

Design enterprise-grade AI solutions at scale.

AI/ML Architecture Cloud

Projects

Innovative solutions powered by AI and advanced technologies

Medi-Aid

Emergency medical AI system that harnesses Generative AI and agentic systems to streamline critical decision-making and save lives in medical emergencies.

Generative AI Agentic Systems Healthcare Emergency Response
View Project

Intelligence AI

Advanced generative AI system that produces actionable competitive insights to drive strategic business decisions and market analysis.

AI Analytics Business Intelligence Market Analysis Strategic Planning
View Project

EcoPredict

Computer vision system that accurately predicts recyclable objects, promoting sustainability through intelligent waste management.

Computer Vision Sustainability ML Classification Environmental
View Project

AgentBot

Intelligent communication platform built on Agentic architecture powered by Amazon Bedrock for seamless interactions.

Amazon Bedrock Agentic AI Chatbot LLM Integration
View Project

SecureGenAI

Robust security framework for creating safe, cost-effective generative AI applications with ethical practices and enterprise compliance.

AI Security Enterprise Ethics Compliance
View Project

MeetingAI

Advanced ASR and Generative AI for real-time meeting transcripts, enhancing productivity and capturing details with precision.

ASR Real-time AI Transcription Productivity
View Project

ClinicNotes

Machine learning system for generating clinical notes quickly and accurately, reducing administrative burden for healthcare professionals.

Healthcare ML Clinical NLP Automation Documentation
View Project

MindfulNotes

Generative AI framework for generating SOAP and BIRP notes, reducing clinician burnout through automated documentation.

SOAP Notes BIRP Notes Healthcare AI Burnout Prevention
View Project

FaceEmotion

Computer vision system for facial recognition and emotion detection using state-of-the-art machine learning techniques.

Facial Recognition Emotion AI Computer Vision Deep Learning
View Project

SlideDrafter

Generative AI tool for creating professional business presentations in seconds with tailored, high-quality slide generation.

Presentation AI Business Tools Automation Content Generation
View Project

TalkLocal

Real-time translation platform using large language models to break language barriers and enable global communication.

Real-time Translation LLM Global Comm Multilingual
View Project

Research

Advancing AI and machine learning through scientific research

Synthetic Data Generation for Clinical Documentation

Accurate and comprehensive clinical documentation is crucial for delivering high-quality healthcare. Through extensive experiments on a large dataset of anonymized clinical transcripts, we demonstrate the effectiveness of our approach in generating high-quality synthetic transcripts.

Subjects: Computation and Language, AI, Machine Learning Citation: arXiv:2406.06569 [cs.CL] Journal: IJISRT Vol. 9 (2024): No. 5, 1553-1566
Read Paper

Cost-Effective Multi-Modal Financial Document Classification

Traditional text-based approaches often fail to capture the complex multi-modal nature of financial documents. We propose FinEmbedDiff, a cost-effective vector sampling method that leverages pre-trained multi-modal embedding models to classify financial documents with high accuracy.

Subjects: Information Retrieval, Artificial Intelligence Citation: arXiv:2406.01618 [cs.IR] Journal: IRJMETS Vol. 06 (2024): No. 5, 6142-6152
Read Paper

Synergizing Unsupervised and Supervised Learning

While supervised learning models have shown remarkable performance in various NLP tasks, their success heavily relies on large-scale labeled datasets. This paper presents a novel hybrid approach that synergizes unsupervised and supervised learning for improved NLP task modeling.

Subjects: Computation and Language, Machine Learning Citation: arXiv:2406.01096 [cs.CL] Journal: IJISRT Vol. 9 (2024): No. 5, 1499-1508
Read Paper

LLMs for Healthcare Documentation

Comprehensive clinical documentation is crucial for effective healthcare delivery, yet it poses a significant burden on healthcare professionals. We demonstrate the application of NLP and ASR technologies to transcribe patient-clinician interactions, coupled with advanced prompting techniques using LLMs.

Subjects: Artificial Intelligence Citation: arXiv:2405.18346 [cs.AI] Journal: IJISRT Vol. 9 (2024): No. 5, 994-1008
Read Paper

Document Skew Impact on Multi-Modal LLMs

Multi-modal LLMs have shown remarkable performance in data extraction from documents. However, the accuracy can be significantly affected by document in-plane rotation (skew). This study investigates the impact on Claude V3 Sonnet, GPT-4-Turbo, and Llava:v1.6.

Subjects: Computation and Language, Information Retrieval Citation: arXiv:2406.10295 [cs.CL] Journal: Journal of AI Research Vol. 4 (2024): No. 1, 176-195
Read Paper

Context-Aware Grounding for LLM Fidelity

As LLMs become increasingly sophisticated, ensuring their robustness, trustworthiness, and alignment with human values has become critical. This paper presents a novel framework for contextual grounding in textual models, with emphasis on Context Representation stage.

Subjects: Computation and Language, Artificial Intelligence Citation: arXiv:2408.04023 [cs.CL] Journal: WJAETS Vol. 10 (2023): No. 2, 283-296
Read Paper
2023

Trust, Safety, and Ethics in LLM Development

The rise of LLMs in 2023 has revolutionized AI applications, but their potential for information leakage, misinformation, and misuse raises significant safety and ethical concerns. This study proposes a Flexible Adaptive Sequencing mechanism with trust and safety modules.

Subjects: Computation and Language, Artificial Intelligence Citation: DOI: 10.55662/JST.2023.4605 Journal: Journal of Science & Technology
Read Paper

Gas Station of the Future: AI/ML and IoT Integration

Gas stations are evolving from basic fuel dispensing centers into sophisticated retail hubs through AI, ML, and IoT technologies. This transformation includes predictive analytics, dynamic pricing, personalized customer experiences, and automation systems.

Subjects: Artificial Intelligence, IoT Systems Citation: DOI: 10.47672/ejt.2676 Journal: European Journal of Technology
Read Paper

Publications

Contributing to the advancement of AI and machine learning through published research

Research
IEEE Computer Society

Meta Reasoning in Agentic Systems

AI agents that monitor and adjust their own reasoning have emerged as a promising paradigm for overcoming limitations in traditional AI systems.

Type
Tech Trends
Focus
Meta-cognitive AI
Paper
IEEE Xplore

LLMs Impact on Consumer Technologies

Architectural frameworks need to evolve to deploy LLMs at scale for consumer technologies, addressing computational costs and scalability challenges.

Type
Research Paper
Focus
LLM Deployment
Security
INFORMS

Security in Agentic Systems

As agentic systems evolve, their increasing complexity introduces significant security vulnerabilities that require immediate and proactive attention.

Type
Security Analysis
Focus
AI Security
Research
IEEE Computer Society

Reinforcement Learning in Agentic Systems

Reinforcement Learning has emerged as a cornerstone of modern AI, enabling systems to learn optimal strategies through interaction with their environments.

Type
Community Voice
Focus
RL Algorithms
Innovation
IEEE Computer Society

Autonomous AI Agents for Decision Making

AI-powered autonomous agents driven by LLMs are transforming industries by enabling systems that learn, reason, and act independently.

Type
Community Voice
Focus
Autonomous AI
Research
The Edge Review

Rise of Agentic AI Across Industries

Agentic AI and multi-agent systems are revolutionizing industries by enabling intelligent, autonomous decision-making capabilities across diverse sectors.

Type
Industry Analysis
Focus
Industry Applications
Data Science
ODSC

Agentic Systems for Competitive Intelligence

Explore the transformative role of Agentic systems in Competitive Intelligence, generating business insights and enhancing decision-making processes.

Type
Business Intelligence
Focus
Competitive Analysis
Insurance Tech
ODSC

Transform Insurance Risk Assessment with Agents

Enhance risk assessment and evaluate risk factors in real-time using agentic systems to transform the insurance industry's approach to risk management.

Type
Industry Application
Focus
Risk Assessment
Healthcare AI
arXiv

Harnessing Generative AI for Patient-Centric Clinical Notes

Use Generative AI and Automatic Speech Recognition (ASR) to generate highly accurate clinical notes that enhance healthcare documentation quality.

Type
Research Paper
Focus
Clinical AI
FinTech
arXiv

Cost-Effective Multi-Modal Embedding Approach

A cost-effective vector sampling method that leverages pre-trained multi-modal embedding models to classify financial documents with high accuracy.

Type
Research Paper
Focus
Financial ML
Healthcare
ODSC

Elevate Healthcare Documentation with Generative AI

Use generative AI to produce clinical notes and enhance the quality of clinical documentation, focusing on SOAP, BIRP methodologies and AI integration.

Type
Healthcare AI
Focus
Clinical Documentation
Language Tech
ODSC

Transform Global Speech into Local Language

Innovative approaches to speech-to-text translation that enable global content to be transformed into local languages with high accuracy and cultural context.

Type
Language Processing
Focus
Speech Translation
AI Ethics
Journal of Science and Technology

Guardrails for Trust and Safety in LLM Development

Implements safeguards to ensure generated content is safe, secure, and ethical in Large Language Model development and deployment.

Type
Ethics Research
Focus
AI Safety
AWS ML
AWS Blog

Build Trust and Safety for Generative AI with Amazon Comprehend

Use Amazon Comprehend to ensure privacy and safety of LLMs by implementing comprehensive content filtering and safety measures.

Type
Technical Guide
Focus
AI Safety
AWS ML
AWS Blog

Enterprise Grade Natural Language Pipeline

Build a classification pipeline easily using the simplified solution for enterprise-grade natural language processing with high accuracy and scalability.

Type
Technical Guide
Focus
NLP Pipeline
Customer Experience
AWS Blog

Handle Customer Objections Efficiently Using AI

Enhance customer experience easily using efficient machine learning objection handling techniques to improve satisfaction and conversion rates.

Type
Customer AI
Focus
Customer Service
Computer Vision
AWS Blog

Use Computer Vision to Enhance Extraction

Train bespoke document classification models on native documents that support layout in addition to text, increasing the accuracy of the results.

Type
Computer Vision
Focus
Document Processing
Document Processing
AWS Blog

Intelligent Document Processing

Use advanced machine learning techniques and computer vision to process millions of documents efficiently with high accuracy and automated workflows.

Type
Document AI
Focus
Automation
Sentiment Analysis
AWS Blog

Understand Targeted Sentiment with Machine Learning

Enable accurate and scalable brand and competitor insights using artificial intelligence for targeted sentiment analysis and business intelligence.

Type
Sentiment AI
Focus
Business Intelligence
Product Analytics
AWS Blog

Get Critical Insight from Customers Using Machine Learning

Extract meaningful information from product reviews, analyze it to understand how users of different demographics are reacting to products and services.

Type
Analytics
Focus
Customer Insights
Identity Processing
AWS Blog

Extract Key Information from Identity Documents

Automatically extract information from identification documents using advanced machine learning techniques for secure and accurate document processing.

Type
Document AI
Focus
Identity Verification
Medical AI
ODSC

How Agentic Systems Can Save Lives in Medical Emergencies

Agentic systems can be highly effective in emergency situations, providing life-changing capabilities for healthcare emergency management and rapid response.

Type
Healthcare AI
Focus
Emergency Medicine
Clinical AI
arXiv

Clinical Documentation with LLMs

Deliver high-quality clinical documentation with machine learning, enhancing healthcare documentation processes and patient care quality through AI integration.

Type
Research Paper
Focus
Clinical Documentation
Retail AI
AWS Blog

AI/ML in Retail Downstream Applications

Explore advanced AI and machine learning applications in retail downstream processes, optimizing customer experience and business operations through intelligent automation.

Type
Industry Application
Focus
Retail Technology

Books

Comprehensive guides on AI, machine learning, and emerging technologies

Building Agentic AI Systems

Building Agentic AI Systems

Create intelligent, autonomous AI agents that can reason, plan, and adapt to real-world challenges. A comprehensive guide to building next-generation AI systems.

Generative AI Ethics, Privacy, and Security

Generative AI Ethics, Privacy, and Security

A comprehensive guide to generative AI, its ethical considerations, privacy measures, security strategies, and responsible AI development approaches.

Coming Soon

Agentic Patterns

A deep exploration of the key agentic enterprise architectures in generative AI that are frequently used. Expected release: Summer 2026.

In Development

Professional Memberships

Active participation in leading technology and research organizations

Advisory

CTSoc Technical Advisory

Technical Advisory member providing strategic guidance for consumer technology initiatives and development.

Learn More
IEEE

Senior Member

Senior Member of IEEE, the world's largest technical professional organization dedicated to advancing technology for humanity.

Visit IEEE
OWASP

Active Contributor

Contributing to OWASP Top 10 for Large Language Model Applications security guidelines and open-source security initiatives.

View OWASP LLM Top 10
IEEE IEC

AI Advisory Member

Advisory Member for Artificial Intelligence at IEEE Industry Engagement Committee, bridging academia and industry in AI development.

Learn More
CTSoc

Consumer Technology Senior Member

Senior Member of IEEE Consumer Technology Society, advancing consumer electronics and related technologies.

Visit CTSoc
CIS

Computational Intelligence Senior Member

Senior Member focusing on neural networks, fuzzy systems, evolutionary computation, and related AI technologies.

Visit CIS