Open to opportunities
INFJ-A · Founder

I build AI-powered products that scale.

I'm the co-founder and CEO of iLyF, a personalised insurance platform for drivers in Southeast Asia. With over 7 years in product development, data analytics, and growth strategy, I've scaled iLyF to 350K+ installs and RM12.4M cumulative GWP. I combine product strategy, AI automation, and vibe coding to ship fast and grow faster.

Kuala Lumpur, Malaysia·7+ years in product & tech

350K+

App Installs

RM 12.4M

Cumulative GWP

79

NPS Score

4.54 ★

App Rating

70%

YoY GTV Growth

110K+

Active Users

This portfolio is itself a demonstration of my AI & automation expertise

I built this knowledge graph platform using vibe coding (AI-assisted development with LLMs). It processes documents, extracts entities, maps relationships, and powers the AI chat above — all from my professional knowledge base of 210+ nodes across 29 skill domains.

LLM-poweredKnowledge Graph

Featured Projects

Products I've built and shipped — from concept to production.

iLyF Mobile App

A comprehensive InsurTech platform for motor insurance comparison, instant renewal, BNPL insurance, telematics-based driving reports, and multi-insurer quote comparison.

350K+ installs4.54 ★ ratingTop 10 Google Play Lifestyle
React NativeNode.jsAWSInsurTech

iLyF Tribe Community

Family connectivity feature with GPS location sharing, geofencing alerts, and driving insights. Combined with a tiered loyalty programme to drive organic referrals.

28% organic referral rateNPS 79Active in production
CommunityGamificationGPSLoyalty

BNPL Insurance Feature

Buy Now Pay Later insurance product enabling users to spread motor insurance premiums across instalments — a first-of-its-kind feature in the Malaysian InsurTech market.

First in MalaysiaContributes to RM12.4M GWPActive users
BNPLInsurTechFinTechProduct Innovation
You're here

AI Knowledge Base Platform

This platform — built using AI-assisted development (vibe coding). An interactive knowledge graph that processes documents, extracts entities with LLMs, and visualises professional relationships.

210+ knowledge nodes31 skill domainsLLM-powered analysis
AILLMKnowledge GraphVibe Coding

My Journey

From petroleum engineering to InsurTech founder — a path defined by curiosity and building.

Co-Founder & CEO

iLyF Sdn Bhd

2023–Present

Transitioned from CTO/COO to CEO. Leading product, growth, fundraising, and a distributed team of 7 across Malaysia, Singapore, and Indonesia. Scaled to 350K+ installs and RM12.4M cumulative GWP.

InsurTechCEOProductFundraising

Co-Founder & CTO/COO

iLyF Sdn Bhd

2021–2023

Built the technical architecture from scratch — React Native mobile app, Node.js backend, AWS infrastructure, and all third-party integrations (Twilio, Tune Protect, SenangPay). Launched BNPL insurance, Tribe community, and telematics features.

CTOReact NativeNode.jsAWS

Product Manager

Various

2020–2021

Completed Peneraju Big Data certification (Fusionex). Applied data analytics and product management skills across digital projects.

Product ManagementData AnalyticsBig Data

Petrophysicist

DHI Services Sdn Bhd

2015–2020

Petroleum engineering background in data interpretation and scientific analysis. Built strong foundations in quantitative reasoning, data modelling, and structured problem-solving.

Data AnalysisEngineeringPetrophysics

Bachelor of Engineering (Petroleum)

Universiti Teknologi PETRONAS

2010–2015

Graduated with a degree in Petroleum Engineering. Built technical foundations in data analysis, engineering problem-solving, and quantitative modelling.

EngineeringPETRONASUTP

My Expertise Domains

29 skill domains with tools, practical examples, and evidence-based metrics.

How Scores Are Calculated
40% Built
30% Strategy
30% Insights
Advanced88/100 WEI
BuiltStrategyInsights

Product Growth

product

I drive product-led growth by combining data-driven roadmap decisions with user-centric feature development. My approach focuses on activation funnels, retention loops, and measurable engagement improvements grounded in real user behaviour.

350K+110K+
Proficient71/100 WEI
BuiltStrategyInsights

Product Design

product

I lead product design with a mobile-first, data-informed approach — from user research and persona development through to high-fidelity Figma prototypes and design system governance. I bridge design and engineering to reduce handoff friction.

7200+ users
Advanced76/100 WEI
BuiltStrategyInsights

User Research

product

I conduct both qualitative and quantitative user research to ground product decisions in real user needs. My research practice spans discovery interviews, usability testing, NPS surveys, and behavioural analytics to build a continuous feedback loop.

200+ users7 developed
Developing35/100 WEI
BuiltStrategyInsights

Mobile App Development

product

I have hands-on experience in mobile app development and app growth strategy — from React Native architecture decisions through to App Store Optimisation and push notification strategy. I work closely with engineering to make informed technical trade-offs.

350K+Top 10 Lifestyle
Advanced82/100 WEI
BuiltStrategyInsights

Community Building

product

I build engaged user communities that drive organic growth and product loyalty. My approach combines gamification, peer-to-peer features, and loyalty mechanics to turn users into brand advocates.

28%79
Advanced88/100 WEI
BuiltStrategyInsights

Business Growth

business

I drive business growth through revenue model optimisation, strategic partnerships, and disciplined unit economics management. My experience spans self-funded startup scaling to Series A preparation.

RM 12.39M67%
Proficient65/100 WEI
BuiltStrategyInsights

Fundraising & Investor Relations

business

I manage investor relationships and fundraising processes — from quarterly reporting and SAFE note structuring to Series A preparation. I build investor confidence through transparent, metrics-driven communication.

Artem VC + Cocoon CapitalSAFE Notes
Expert92/100 WEI
BuiltStrategyInsights

Financial Modelling

business

I build financial models that support both operational decision-making and investor storytelling — covering unit economics, revenue forecasting, burn rate management, and scenario planning.

12.6%RM 1.51 (↓48%)
Advanced82/100 WEI
BuiltStrategyInsights

Partnerships & Business Development

business

I structure and manage B2B partnerships that expand distribution, add product value, and create revenue-sharing opportunities. My focus is on API-first partnership ecosystems in InsurTech and FinTech.

4+ strategicContributes to RM 12.39M
Advanced82/100 WEI
BuiltStrategyInsights

Startup Operations

business

I run lean startup operations — managing a distributed team across three countries, automating processes to reduce burn, and maintaining operational efficiency while scaling.

7 (3 countries)22%
Advanced88/100 WEI
BuiltStrategyInsights

Go-to-Market Strategy

business

I design and execute GTM strategies for new product features and market entries — covering channel selection, launch sequencing, competitive positioning, and distribution partnerships.

28%Finology, Guard Genius
Expert90/100 WEI
BuiltStrategyInsights

InsurTech Domain Expertise

business

I have deep domain knowledge in digital insurance — motor insurance, telematics, BNPL insurance, digital distribution, and InsurTech regulation in Malaysia.

RM 12.39M150K+
Advanced88/100 WEI
BuiltStrategyInsights

Brand Storytelling

business

I build authentic brand narratives — for products and for myself as a founder. My approach combines data-driven proof points with genuine human storytelling to build trust with users, investors, and the broader community.

2,764+2,967
Advanced88/100 WEI
BuiltStrategyInsights

Digital Marketing

marketing

I manage full-funnel digital marketing — from brand awareness through to conversion and retention. My approach is data-driven, with every campaign measured against clear unit economics targets.

US$0.08 (vs US$0.68 avg)8.3% (81% above avg)
Expert90/100 WEI
BuiltStrategyInsights

Performance Marketing / SEM

marketing

I run performance marketing campaigns with a strong focus on measurable ROI — managing Google UAC, Meta Ads, and app install campaigns with rigorous A/B testing and attribution modelling.

US$0.08 (industry: US$0.68)8.3% (industry: 4.6%)
Advanced88/100 WEI
BuiltStrategyInsights

CRM & Marketing Automation

marketing

I build and manage CRM automation workflows — from onboarding sequences and renewal reminders through to behavioural trigger campaigns. My automation stack reduces manual effort while improving customer engagement.

WhatsApp, SMS, Email110K+
Advanced88/100 WEI
BuiltStrategyInsights

Leadership

leadership

I lead with a clear vision and decisive authority while maintaining genuine care for my team's growth and wellbeing. My leadership style is direct and accountable — I make hard calls when needed but always explain the reasoning and bring the team along.

7 (3 countries)22%
Advanced88/100 WEI
BuiltStrategyInsights

AI & Automation

leadership

I integrate AI and automation tools into product development and business operations — using LLMs for rapid prototyping, automation to reduce operational overhead, and AI-native features to differentiate the product.

Days vs weeksLLM, Whisper, automation
Expert92/100 WEI
BuiltStrategyInsights

Vibe Coding

leadership

I use AI-assisted development (vibe coding) to ship product faster — leveraging LLMs, Cursor, and GitHub Copilot to accelerate prototyping, write boilerplate, debug, and architect solutions without traditional engineering bottlenecks.

Fraction of traditional devNode graph, LLM chat, doc upload
Developing48/100 WEI
BuiltStrategyInsights

Python & Programming Languages

technical

I write Python for data analysis, automation scripting, and AI/LLM integration. I also work across JavaScript/TypeScript, SQL, and Node.js — giving me the ability to move fluidly between data work, backend logic, and frontend prototyping.

Python, TypeScript, SQL, JSCohort, funnel, unit economics
Advanced88/100 WEI
BuiltStrategyInsights

Analytics & BI

technical

I build and manage analytics infrastructure — from event tracking and funnel analysis through to BI dashboards and investor reporting. My analytics practice connects product behaviour data to business outcomes.

50+ unique via SentryFull acquisition to retention
Expert90/100 WEI
BuiltStrategyInsights

Data Analysis

technical

I conduct rigorous data analysis to support product and business decisions — covering funnel analysis, cohort analysis, A/B testing, root cause analysis, and unit economics. My analysis is always tied to actionable recommendations.

12.6% QoQ↓48% (RM2.89 → RM1.51)
Advanced88/100 WEI
BuiltStrategyInsights

Data Engineering

technical

I have working knowledge of data engineering — building ETL pipelines, structuring data models, and integrating data sources to support analytics and AI workloads. My background in petroleum engineering (data interpretation) provides a strong analytical foundation.

Mixpanel, Twilio, SenangPay, APIs210+ extracted via ETL
Developing48/100 WEI
BuiltStrategyInsights

Cloud & Infrastructure

technical

I manage cloud infrastructure for production applications — covering AWS S3 for file storage, GCP for analytics, CI/CD pipelines for deployment automation, and microservices architecture for scalability.

AWS S3, GCPC4 models documented
Expert92/100 WEI
BuiltStrategyInsights

Automation & Integration

technical

I design and implement automation and integration systems — connecting APIs, building webhooks, automating workflows, and integrating third-party services to reduce manual effort and improve operational efficiency.

Twilio, SendGrid, SenangPay, Tune Protect110K+
Expert90/100 WEI
BuiltStrategyInsights

Database Management

technical

I design and manage relational database schemas, write optimised queries, and manage data migrations for production applications. My database work supports both operational systems and analytics workloads.

110K+ users, 150K+ vehiclesMulti-table relational design
Developing48/100 WEI
BuiltStrategyInsights

Technical Architecture

technical

I make and document architectural decisions for production systems — from C4 architecture models and API design through to microservices decomposition and infrastructure planning. I work at the intersection of product requirements and technical feasibility.

C4 models (all layers)Production-grade
Advanced82/100 WEI
BuiltStrategyInsights

Agile Methodology

leadership

I practise agile product development with a pragmatic approach — adapting Scrum, Kanban, and Design Sprint frameworks to the realities of a lean startup. I focus on delivering value incrementally while maintaining strategic alignment through OKRs.

35%25%
Advanced88/100 WEI
BuiltStrategyInsights

Graphic & Video Design

design

I produce visual and video content for product marketing, investor presentations, and brand communications. My design work spans app UI assets, social media graphics, pitch deck visuals, and short-form video content.

8.3% (industry avg: 4.6%)US$0.08 (88% below avg)

My Knowledge Graph

29 skill domains with WEI scores — filter by category to explore.

Product Growth
Product Design
User Research
Mobile App Development
Community Building
Business Growth
Fundraising & Investor Relations
Financial Modelling
Partnerships & Business Development
Startup Operations
Go-to-Market Strategy
InsurTech Domain Expertise
Brand Storytelling
Digital Marketing
Performance Marketing / SEM
CRM & Marketing Automation
Leadership
AI & Automation
Vibe Coding
Python & Programming Languages
Analytics & BI
Data Analysis
Data Engineering
Cloud & Infrastructure
Automation & Integration
Database Management
Technical Architecture
Agile Methodology
Graphic & Video Design
Expert (90+)
Advanced (75–89)
Proficient (55–74)
Developing (<55)

What People Say About Me

17 recommendations from colleagues, investors, and partners — all verifiable on LinkedIn.

Worked on the same team

“If there was ever a person that was the epitome of a self-sharpening swiss-army knife, Faidhi would certainly be it. I've known Faidhi for years and it's astounding how far he is able to pick up a wide array skills, ranging from digital marketing, product development and management, data analysis etc. Essentially a one-man-army. To top it off, Faidhi is very much a doer and can be entrusted to lead entire projects from ground zero. He is commercially astute and always manages to get jobs done whilst under tight time and resource constraints. He has my highest commendations and is undoubtedly a pivotal member of the business.”

JL

Junxian Lee

GoodWhale | AI | Technology | Financial Inclusion | Investments | B Corp | UNSDG

LinkedIn
Reported directly to Faidhi

“I highly recommend Faidhi as an enthusiastic leader. Having worked with him remotely during the pandemic, his passion for leadership is evident in his commitment to inspiring and motivating team members. With a proactive approach, Faidhi effectively drives projects forward and fosters a positive working environment.”

EH

Erin Haroun

Team Member — "The only way to do great work is to love what you do." – Steve Jobs

LinkedIn
Reported directly to Faidhi

“Faidhi is a great person to lead iLyF from zero. He is ambitious, multitasking, and a helpful person. He always hears an opinion from his team and gives the best solution for us. He works based on trust with me and the rest of the team and put off stressful tasks for me. He always cares about his team's condition to make work more productive.”

AR

Aldo Rifki Putra

Full Stack Software Engineer

LinkedIn
Was Faidhi's client

“Faidhi is enthusiast leader in product & system development. He is firmly planted in the belief in learning as the bedrock for his professional & personal growth. He is naturally gifted leader with an infectious enthusiasm for nurturing his partners into becoming esteemed leaders in his firm. His passion is definitely being felt by the people around him.”

HA

Hasmi Amin, IFP®

Business Insurance Specialist | BNI Primera

LinkedIn
Worked on the same team

“Faidhi is a really proactive person. His drive for the business and love for tech really made him push himself and excel in Sync. I'm really glad to hear him pushing projects forward and even managing a team of developers while impressing VCs! Truly amazing!”

JH

Joelle Hamielle Chong

Business Optimiser | Business Expansion | Grants | Expert in grooming Intrapreneurs

LinkedIn
Co-founder

“As a co-founder, I'm most impressed with Faidhi's resourcefulness and commitment to make things happen. He is someone who will continually educate himself to be ready for any challenges that come his way.”

CC

Chris Chan

Investor | Entrepreneur | Business Mentor | Wealth Coach | Growth Strategist

LinkedIn
Was Faidhi's client

“I started working with Faidhi about 2 years ago and immediately found him to be very resourceful and knowledgeable in his area of expertise which is helping sales professionals acquire more leads and building a personal brand through the use of technology. Faidhi is always ready to help and willing to listen to ideas in ways to cooperate in. Looking forward to build on our professional working relationship and achieve more breakthroughs together.”

JW

Jackson Wong

Insurance Advisor | "Demystifying Insurance — No Jargon, Just Honest Advice"

LinkedIn
Worked with Faidhi but on different teams

“Faidhi is a very passionate, loyal and resourceful individual. Feel blessed to work together with him. He has a heart in doing his work to the excellence. Enjoy working with him.”

JH

Jean Hoo

Events Management Professional

LinkedIn
Faidhi was Keane's client

“Faidhi is an extremely competent and resourceful individual, an asset to any company. He is very passionate and has great vision for his work. He has the unique communication skill and he is able to communicate with all levels.”

KW

Keane Wong

Direct Sales Director | Business Strategist | Game Changer

LinkedIn
Senior colleague

“Faidhi would bend over backward to support his team and colleagues with any resources he can hack together. A true servant leader who prioritises others' success.”

RT

Rodney Tay

Advisor, Educator & Mentor in Strategy, Behaviour & Organisational Systems

LinkedIn
Studied together — MRSM Taiping alumni

“It's rare that you come across standout talent like Faidhi. I had the pleasure of working with Faidhi for three years at the ANSARA Cawangan Taiping (ACT), collaborating on several project teams. Faidhi's ability to juggle multiple projects was unlike any I've seen before and made a dramatic difference in the productivity level of our team. As a team member, Faidhi earns my highest recommendation.”

IK

Ibrahim Khalil

SAP Functional Consultant | Sales & Distribution | S/4HANA

LinkedIn
Worked on the same team

“I've had several opportunities to work with Faidhi to serve the financial services industry and I know him to be an individual who is extremely committed to the success of his clients. He comes across as someone who is extremely approachable and humble despite his past experience as a successful business owner. For that reason I would highly recommend Faidhi because his advice and insights don't come from textbooks but from cold hard experiences which makes it so valuable.”

DK

David King

Sales Mentor | Author | Helping client-centric sales professionals sell boldly

LinkedIn
Worked with Faidhi but on different teams

“Faidhi is one of the most dedicated team members I've worked with in any organization. Always ready to extend his hand to anybody who needs it, there's no task too big or small for him. He is passionate about his work and is always looking for ways to improve. He is a great team player and I would highly recommend him to anyone looking for a dedicated and passionate individual.”

ST

Serene Tan

B2B Marketing | SaaS | Branding and Content

LinkedIn
Was Faidhi's client

“Faidhi is a great example of an effective and dedicated growth consultant. I enjoyed working with him several years ago. Thanks to his consultations, I learnt many new things especially in using technology to improve my sales & prospecting processes. He possesses a powerful combination of expert knowledge and innate leadership abilities. His outgoing yet firm approach is worthy to be praised. I highly recommend Faidhi to anyone that aim to transforming your business practices.”

李H

李茂源 Henry Lee

Insurance Strategist | 8× MDRT Qualifier | Life, General & Estate Planning Specialist

LinkedIn
Ben managed Faidhi directly

“Definitely a good team player. Always a keen learner and looking to improve himself constantly. Responsible and committed in whatever task is given to him. Place teammates above himself. Highly recommended individual to any companies.”

BL

Ben LTM

Entrepreneur | Certified Mental Toughness Coach | Certified DISC Coach | Insurance Business Mentor

LinkedIn
Professional colleague

“Faidhi is a dedicated professional with strong analytical and leadership capabilities. His ability to bridge technical and business domains makes him a valuable asset in any organisation.”

SJ

Suhaili Jaafar

Performance Attribution Specialist

LinkedIn
Professional connection — investment sector

“Faidhi demonstrates exceptional entrepreneurial drive and strategic thinking. His ability to articulate complex product visions to investors and stakeholders is a standout quality that sets him apart in the startup ecosystem.”

KL

Kristen Le

Investment | Venture Capitalist | CFA Level 1 Candidate | Ex-Executive Assistant

LinkedIn

Let's build something together.

I'm open to product leadership, co-founder, and advisory roles — particularly in AI, InsurTech, FinTech, and digital product companies in SEA.

Built by Faidhi Fahmi using AI-assisted development (vibe coding) · Powered by LLM knowledge graph