SFFM
Uncertainty-quantified financial prediction with fairness constraints — making risk analytics more transparent and accountable.
StackPython · Streamlit · scikit-learn
AI insideUncertainty-quantified ML with fairness-constrained prediction
FQ / 2026 portfolio Available for thoughtful, high-impact work
Program · Product · AI — one versatile operator
Making complex
things move.
I turn ambitious ideas into clear, shipped outcomes — connecting product, engineering, data, and the people who make it happen.
FQ
Based inBandung, ID
Experience7+ years
LanguagesID · EN · AR
Capability field Live
01 / Strategy02 / Systems03 / Delivery04 / Data
01Scroll to explore
01What I bring
The space between
strategy and shipping.
I’m a Technical Program Manager with a quantitative foundation and a bias for clarity. I’ve led enterprise SaaS implementations, built financial automation pipelines, and helped teams make better decisions when the path isn’t obvious.
I work comfortably across the whole delivery spectrum — program, product, and project management, AI product management, and AI consulting — with a soft spot for feasibility studies that turn “maybe” into a plan. My best work happens at the intersection of systems, people, and momentum.
Program ManagerProduct ManagerProject ManagerAI Product ManagerAI Consultant
See the journey 02Selected work
Ideas, made real.
01 / 10
PETA-AI
A national planning coherence platform that detects contradictory targets, unfunded commitments, and misaligned regional plans across an 8,000–12,000 page corpus.
StackMulti-agent pipeline · RAG over policy corpus
AI insideMulti-agent LLMs for contradiction & coherence detection
AegisSwarm
An ASEAN geopolitical early-warning system that detects risk signals across open-source policy and news corpora.
StackLovable · OSINT policy & news corpora
AI insideLLM-driven risk-signal detection & summarisation
Suwasa
A focused ring atelier experience for exploring and shaping a custom ring concept.
StackReact · Emergent
PETA EU
A separate policy evaluation prototype extending the product thinking behind a more coherent, evidence-led public sector.
StackLovable · Policy data model
QSR
A feasibility-focused product concept exploring operational planning and decision support for the quick-service restaurant context.
StackLovable · Product prototype
Stock Analyzer
An AI-powered quantitative trading platform combining real-time market data, ML signals, capital-flow analysis, screening, backtesting, and risk management across IDX, US equities, crypto, and prediction markets.
StackReact · Vercel · Real-time market data APIs
AI insideML trading signals · capital-flow analysis · backtesting
QSR Feasibility Study
A feasibility study workspace for shaping an operational product from early questions into a clear, testable direction.
StackBuilder.io · Research workspace
The Afterwork
Event-based compatibility matching — deterministic pairwise scoring with LLM-generated match explanations and real-time WebSocket updates.
StackPython scoring service · WebSockets · Netlify
AI insideDeterministic compatibility scoring + LLM match explanations
Radiant Media
A Salesforce AI partner site featuring a RAG-powered assistant built on the Gemini API, grounded in the company's own content.
StackReplit · Salesforce Data Cloud · Agentforce
AI insideRAG assistant grounded in company content · Gemini API
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03After work
Off the clock,
still building.
Consultancy case files and side experiments — growth strategy, change management, fintech sizing, and a bit of computer-vision history.
012016
Fish Seed Counting via Image Processing
Computer vision · Aquaculture2.8% avg. error · IOP published022024Evermos — Leveraging Reseller Growth
Growth strategy · E-commerce32% active → tiered growth plan03—Wintermar — Slack Adoption Rollout
Change management · Maritime workforce1,860 people · 80% adoption target042024Fintech — Expanding EWA Opportunity
Fintech · Earned Wage AccessIDR 96B opportunity sized052024B2C Tiered Approval Engine
SaaS product · Corporate bookingSupport tickets −50%04How I work
Clarity is
a superpower.
End-to-end delivery
Feasibility & market analysis
Enterprise SaaS
Agile programmes
Technical troubleshooting
Stakeholder translation
AI product & consulting
Risk & dependency management
Salesforce ecosystems
Python · SQL · BI
05The timeline
Built across
different worlds.
From warehouse systems and rural infrastructure to enterprise customer data — each chapter taught me how to make the complicated feel navigable.
01
Sep 2025 — now
Senior Business Analyst
BlendMedia / Erajaya Group
Jakarta, Indonesia
Own end-to-end delivery for a large-scale Salesforce programme across a ten-brand retail ecosystem and 18M+ member customer base. Coordinate three concurrent workstreams: Loyalty Management, Marketing Cloud, and Data Cloud.
Impact62 defects triaged across teams
02
Aug 2025 — Sep 2025
AI Product Manager
eDOT (Dikshatek)
Jakarta, Indonesia
Delivered a zero-to-one feasibility study automation initiative, aligning engineering, finance, and data teams around a shared planning tool.
ImpactReporting SLA: 5 days → 60 minutes
03
Feb 2025 — Jul 2025
Product Strategy Manager
Scubago
Bandung, Indonesia
Defined a cross-functional roadmap integrating AI personalisation and ML-assisted pricing. Launched new pricing channels at DRT Shanghai 2025 — running the booth as a live product experiment in pricing, loyalty, and distribution.
Impact54× ROAS · 30% retention improvement
AI-assisted pricingGamified loyaltyO2O distribution
Open the ScubaGo chapter 04
Aug 2022 — Jan 2025
Product Operations Executive
RedDoorz (Commeasure Ltd)
Jakarta / Singapore
Owned technical product operations across a live SaaS platform serving 500+ property partners — handling three apps end to end: RedDoorz for Business (B2B), RedSeller (B2B2C), and MCorporate (B2C). Built the RedSeller Affiliate Programme from zero and led Philippines market entry.
ImpactSGD 30K+ monthly recurring revenue
RedDoorz for Business · B2BRedSeller · B2B2CMCorporate · B2C
Open the RedDoorz chapter 05
Jun 2021 — Jul 2022
Project Manager
IMT Mitra Solusi
Jakarta, Indonesia
Managed hardware-software delivery across nine rural infrastructure sites under a Ministry of Communication and Informatics programme.
Impact100% completion · 95% FAT/SAT success
06
Jan 2021 — Dec 2021
Associate Product Manager
Shipper
Jakarta, Indonesia
Migrated six warehouses to Honeywell warehouse management systems, coordinating operations teams and technology partners.
Impact25% operational efficiency gain
06Foundation
Curious by
nature.
2021 — 2022
Master of Business Administration
Finance & Operations · ITB
GPA 3.87 / 4.00 · Cum Laude
2016 — 2020
Bachelor of Engineering
Engineering Physics · ITS
Thesis: real-time object detection with YOLOv3
Also
Published researcher
IOP Publishing · IJCSRR
Bahasa Indonesia (native) · English (professional)
07Start a conversation
Have a good
problem to solve?
Tell me what you’re building, where it’s stuck, or where it could go next.
Email Farah