Applied Machine Learning
Building practical ML systems grounded in strong business problem definition and measurable impact.
About me
Professional profile
I bring a rare combination of delivery leadership and technical curiosity. Over the last 14 years, I have led software, web, cloud, and digital transformation projects with a focus on governance, prioritization, risk management, and measurable execution.
My strength lies in translating business needs into structured execution plans and ensuring that cross-functional teams stay aligned on outcomes, scope, budget, and delivery confidence. I am now deepening that capability through AI and machine learning, combining product thinking with technical learning in deep learning, NLP, and data-driven systems.
01
Delivery leadership across software, web, cloud, and AI initiatives.
02
Risk, budget, and stakeholder management for high-visibility portfolios.
03
Published researcher in project resource and schedule optimization.
Current focus
Building the bridge between delivery and AI engineering
Deep Learning
Exploring neural networks, optimization, training dynamics, and the trade-offs behind real-world models.
NLP & GenAI
Studying transformers, transfer learning, evaluation, and how language systems fit into business workflows.
GPU & Systems
Learning CUDA, parallel computing, and the engineering realities behind scalable ML delivery.
Capabilities
Skills & Technical Toolkit
Project & Program Leadership
Agile, Scrum, Waterfall, SDLC Management, Sprint Planning, Roadmap Alignment, Program Governance, Risk Management, Budget & Cost Management, Change Management, Vendor Management, Stakeholder & Client Communication, Cross-Functional Team Leadership, Resource Planning.
Delivery Tools
Jira, ClickUp, Trello, Slack, MS Project, Microsoft 365.
AI / ML
Python, NumPy, pandas, scikit-learn, Matplotlib, PyTorch, Hugging Face Transformers, OpenAI API, LangChain, FastAPI.
NLP / GenAI
Transformers, transfer learning, model evaluation, IndicTrans2, BLEU, BERTScore, natural-language query workflows.
GPU / Systems
CUDA, Numba, shared-memory tiling, parallel programming, benchmarking.
Analytics
Power BI, Microsoft Fabric.
Web / Data / Languages
PHP, CFML, JavaScript, HTML, CSS, SQL, MongoDB, Playwright.
Credentials
Certifications
Google Project Management Professional Certificate
Issuer: Coursera / Google · 2024
Verify credentialAgile Project Management
Issuer: Google · 2024
View public certification profile Individual verification link is not publicly listed.Project Management Foundations
Issuer: Project Management Institute · 2024
View public certification profileGoogle AI Essentials
Issuer: Coursera / Google · 2024
Verify credential