Product Manager · AI Automation · Consulting
Turning complex product problems into clear execution.
9+ years shipping digital products across telecom, broadband and SaaS — from zero-to-one MVPs to platform-wide roadmaps. Now building AI automation systems on the side and open to consulting, fractional PM, and mentoring engagements.
* via AI-assisted QA automation pipeline
Selected Work
Real projects, real constraints, real outcomes. Details are anonymised where commercially sensitive.
Designed a five-stage pipeline — transcription → LLM evaluation → rule engine → scoring → routing — replacing a manual 30-min-per-call QA process.
Led requirements and architecture for a multi-retailer tokenisation integration spanning TokenEx, Braintree and ANZ Cybersource — balancing security, UX and retailer onboarding complexity.
End-to-end redesign of the NBN comparison and onboarding flow — improving conversion, fixing compliance gaps and introducing affiliate launch capability.
* Company names anonymised. Outcomes directional. Full detail available under NDA on request.
Side Projects
Personal AI automation systems I'm building on n8n, Claude API and Google Sheets — finance, career and business intelligence pipelines.
Ingests bank PDFs (Axis, HDFC, BoB) via Google Drive, extracts transactions with Claude API, categorises spend and sends weekly CFO-style reports to Telegram — including Shariah-compliant investment screening.
Job collector + JD analyser that pulls listings via RapidAPI, scores fit against a personal brief, flags Halal-compliant roles and generates tailored application bullets — all automated nightly.
Portfolio reader pulling live data from Upstox API v2, running a Shariah-compliant screener and pushing buy/hold/review signals to Telegram each morning.
All systems built on n8n (self-hosted) · Claude API · Google Sheets · Telegram · Source available on request for collaboration
Background
From writing Android code line by line to owning multi-vertical product roadmaps — a nine-year arc from builder to strategist.
Built mobile applications end-to-end. Learned to ship, to debug production issues, and to think about the user behind every screen.
Led technical strategy, team hiring and client delivery for a software studio. First real taste of product thinking — client needs rarely matched initial briefs.
Managed client relationships, requirements documentation and project scoping across multiple concurrent engagements.
Led stakeholder workshops, gap analysis and delivery planning for SaaS clients. Refined the craft of translating business intent into technical specification.
Own the Telco vertical roadmap covering broadband journey revamp, affiliate launch, SIM-only integration and AI-in-telco initiatives. Led QA automation (93% time reduction), payment tokenisation architecture, and cross-vertical analytics. Manage a multi-retailer partner ecosystem and cross-functional squads.
Expertise
Work With Me
Available for consulting engagements, fractional PM work, and mentoring. I typically respond within 24 hours.
Need a senior PM without a full-time hire? I embed into your team to own roadmap, write specs, run discovery, and ship — for a defined period or project.
Switching careers or aiming for your first PM or BA role? I've navigated that path from dev to analyst to product owner — and I'll help you do it faster.
I build practical AI automation pipelines for small teams — not hype, just systems that save real hours. Finance reporting, job matching, data extraction, notification bots.
No pitch deck, no strings. Just a conversation about what you're building.
Social Proof
Zaid is knowledgeable, articulate and a pleasure to work with. He brings integrity and intelligence to his work — his overall presence had a positive impact on the company.
Nice to work with Zaid. He has vast knowledge across web and mobile development technology and translates it well into product thinking.
I loved talking to Zaid — he clearly answered every question I had. Having such a mentor means a lot for someone trying to break into product management.
Writing
Practical thinking on product management, AI automation and career transitions — published on Zappster.in/blog.
Frameworks for creating roadmaps that align stakeholders, drive results, and adapt to changing conditions.
Read on blog → Business AnalysisProven techniques for communication, expectation-setting and conflict resolution across complex teams.
Read on blog → Product AnalyticsHow to leverage analytics, A/B testing and user feedback to make informed product decisions.
Read on blog →Get in Touch
Open to consulting engagements, fractional PM roles, AI automation projects, mentoring and friendly conversations. I respond within 24 hours — no bots.
Availability
Currently open to part-time consulting and mentoring engagements alongside my full-time role. Typical turnaround on enquiries: 24 hours.