I turn vision
into AI-powered reality.
AI Product Builder · Enterprise Lead · Strategic Solution Delivery
10+ years of leading enterprise transformations, now focused on building end-to-end AI product solutions with Agentic Workflows & Multi-model AI Stacks.
About Me
Bridging strategy, data, and execution.
Enterprise Project Manager with 10+ years of experience leading large-scale digital, data, and operational transformation initiatives ($1M–$50M). Transitioning into AI-enabled product development, actively building AI fluency through practical experimentation with Claude, Gemini, and agentic IDEs for product research, prototyping, and rapid iteration. Proven ability to own problems end-to-end, move fast, and hold a high bar for quality and correctness in mission-critical contexts.
Professional Experience
A decade of delivering high-impact digital and analytics initiatives.
Senior Business Analyst
2024 - Present- •Deployment Lead for multiple enterprise-scale initiatives within PRESTO.
- •Led end-to-end deployment execution across cross-functional teams and vendors, achieving on-time delivery with zero critical post-deployment issues.
Project Manager
2023 - 2024- •Served as Project Manager to launch Mobile Wallet (Google and Apple) for PRESTO, Metrolinx.
- •Led cross-functional delivery of PRESTO Mobile Wallet, a major enterprise digital transformation initiative, coordinating Product, Engineering, Program, Finance, and external vendors.
- •Proactively identified, assessed, and mitigated project risks; recommended corrective actions to maintain schedule and budget adherence.
- •Partnered with Finance to manage project budgets and cost controls, achieving 5% cost savings while maintaining delivery outcomes.
Project Manager
2019 - 2022- •Served as Project Manager to launch FastPay Digital Wallet.
- •Led end-to-end delivery of the FastPay Digital Wallet, enabling rapid market entry and achieving 60% customer acquisition within 3 months.
- •Implemented Jira and Confluence to standardize Agile delivery, reducing operational cycle time from 30 days to 10 days.
- •Identified project improvement areas and facilitated cross-department collaboration to establish efficient communication channels, eliminating project impediments by 80%.
Senior Project Coordinator
2017 - 2019- •Served as Senior Project Coordinator for multiple projects including Robi 1Service, Lafarge Holcim LMS, Bondhu Chula, and SBAC MFS.
- •Achieved 100% satisfaction from clients through implementing various software projects.
- •Delivered projects ahead of schedule, saving CAD 10K+ per project through effective management of 10-25 member teams.
- •Consulted in the CMMI level 3 final appraisal audit, earning company certification.
Officer
2016 - 2017- •Served as an officer for the ERP project, implementing ERP solutions within a company budget of $20M and 12-month timeframes.
- •Managed rollout of ERP, HR and F&A, impacted 10,000 End-users.
- •Collaborated with client representatives and vendors to promptly identify and escalate processing issues, resulting in 100% project success.
Project Coordinator
2015 - 2015- •Served as Project Coordinator for multiple projects, implemented within the client's budget of $1M and 6-month timeframes.
- •Engaged with the technical lead for GIS application requirement collection and delivered the project.
Core Competencies
Where strategy meets execution — deep domain expertise across delivery, data, and governance.
Key Expertise
Product Delivery & AI
AI & Development Tools
Product & Analytics Tools
Enterprise Leadership
Domain Exposure
Professional Highlights
Mentorship, pre-sales, and leadership impact.
Mentored project professionals through PMI Bangladesh's Project Management Mentorship Program (2025) on governance and delivery best practices
Completed training in Practical Application of Generative AI for Project Managers (PMI) and Structured Problem-Solving (Lean CoE, Metrolinx)
Comfortable operating in high-trust, high-accountability environments with executive stakeholders; skilled at translating ambiguity into clear action plans
Actively building product management mindset and AI fluency; genuine interest in fintech, accounting automation, and AI-reshaped delivery workflows