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Building Intelligent Systems | Driving AI Innovation at Scale
** Empowering enterprises with GenAI, LLMs, and MLOps to deliver secure, scalable, and context-aware AI solutions that transform business outcomes. ** I specialize in designing and deploying enterprise-grade AI solutions that harness the power of Generative AI, large language models (LLMs), and classical machine learning. My work focuses on integrating cutting-edge technologies like Semantic Kernel and Model Context Protocol (MCP) to orchestrate intelligent agents and contextual workflows across cloud-native environments. I help organizations accelerate innovation by fine-tuning foundation models, implementing Retrieval-Augmented Generation (RAG), and optimizing AI pipelines using Azure AI Foundry and Azure Machine Learning. Whether it's building scalable inference systems or enabling secure, compliant AI deployments, I bring a strategic lens to every solution I architect. My approach blends technical depth with a strong emphasis on operational excellence. I apply MLOps principles to streamline model lifecycle management, from experimentation and evaluation to deployment and monitoring. I’m passionate about enabling responsible AI through governance, observability, and performance tuning—ensuring that every model is not only accurate but also trustworthy and production-ready. By bridging the gap between research and real-world impact, I empower teams to deliver intelligent applications that are robust, adaptive, and aligned with business goals. In addition to my professional endeavors, I hold a Master's in Applied Data Science from the University of Michigan, a program known for its practical, flexible, and rigorous study at the intersection of people and technology. This educational background equips me with a multidisciplinary approach to data science, enabling me to apply my skills to real-world problems and contribute to the advancement of human good throug
Ballygunge Govt. High School
Science with Mathematics as Additional Major
N/A – Present
University of Michigan - School of Information
Master of Science - MS, Applied Data Science
N/A – Present
Visvesvaraya Technological University
Bachelor of Engineering (B.E.), Electronics and Communication
N/A – Present
Microsoft
Cloud Solution Architect - Data & AI
July 1, 2022 – Present
United States
Infosys
Architect Enterprise Data & AI Solutions
January 1, 2016 – July 1, 2022
Infosys
Architect .NET Applications
November 1, 2009 – December 1, 2015
Nihilent Technologies Inc
Designer & Developer .NET Applications
February 1, 2005 – November 1, 2009
City of Johannesburg, Gauteng, South Africa
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
DeepLearning.AI
June 24, 2026 – Present
Data Science and Big Data Analytics: Making Data-Driven Decisions
MIT xPRO
June 24, 2026 – Present
Sequence Models
DeepLearning.AI
June 24, 2026 – Present
Structuring Machine Learning Projects
DeepLearning.AI
June 24, 2026 – Present
Neural Networks and Deep Learning
DeepLearning.AI
June 24, 2026 – Present
Machine Learning
Stanford University
June 24, 2026 – Present
Microsoft Global Hackathon 2023
Microsoft
June 24, 2026 – Present
Critical Thinking for Better Judgment and Decision-Making
June 24, 2026 – Present
Being an Effective Team Member
June 24, 2026 – Present
Advanced Certificate in Program Management
eCornell
June 24, 2026 – Present
Microsoft Certified: Azure Data Scientist Associate
Microsoft
June 24, 2026 – Present
Microsoft Certified: Azure AI Engineer Associate
Microsoft
June 24, 2026 – Present
Microsoft Global Hackathon 2022
Microsoft
June 24, 2026 – Present
Communicating with Diplomacy and Tact
June 24, 2026 – Present
Strategic Partnerships: Ecosystems and Platforms
June 24, 2026 – Present
Digital Strategy
June 24, 2026 – Present
IBM Certified Application Developer - Watson V3 Certification
IBM
June 24, 2026 – Present
Investing in Human Skills in the Age of AI
June 24, 2026 – Present
Microsoft AI Navigator [Azure]
Microsoft
June 24, 2026 – Present
Having Difficult Conversations
June 24, 2026 – Present
Collaborative Leadership
June 24, 2026 – Present
Building Trust
June 24, 2026 – Present
Coursera Mentor Community and Training Course
Coursera
June 24, 2026 – Present
Exam 774: Perform Cloud Data Science with Azure Machine Learning
Microsoft
June 24, 2026 – Present
Deep Learning Specialization
DeepLearning.AI
June 24, 2026 – Present
Convolutional Neural Networks
DeepLearning.AI
June 24, 2026 – Present
FY26 Top Technical Insider
Microsoft
June 24, 2026 – Present
Microsoft Azure OpenAI Hackathon Coach - December 2023
Microsoft
June 24, 2026 – Present
Building Trust and Collaborating with Others
June 24, 2026 – Present
Giving and Receiving Feedback
June 24, 2026 – Present
Effective Listening
June 24, 2026 – Present
Employee Experience
June 24, 2026 – Present
Accessibility in Action
Microsoft
June 24, 2026 – Present
Digital Transformation
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's career progression from .NET developer to Enterprise Data & AI Solutions Architect and then Cloud Solution Architect at Microsoft demonstrates adaptability and a growth mindset. The breadth of certifications, including those focused on leadership, communication, and digital transformation, suggests a proactive approach to professional development and a potential fit for dynamic, innovation-driven environments. The involvement in Microsoft Global Hackathons further indicates a collaborative and problem-solving orientation. The target role 'Cloud Solution Architect m w d' aligns well with the candidate's current role and extensive experience in cloud, data, and AI.
Soft Skills & Operational Fit
The candidate possesses a strong foundation in soft skills, as evidenced by numerous LinkedIn certifications in areas like 'Collaborative Leadership', 'Building Trust', 'Giving and Receiving Feedback', 'Effective Listening', and 'Critical Thinking'. These indicate a proactive approach to developing interpersonal and leadership capabilities crucial for a senior architect role. The certifications also suggest an operational fit for roles requiring strong communication, team collaboration, and strategic thinking.