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Archive & Field History

Track Record

A transparent record of ideated, tested, and concluded ventures alongside quantitative trading engines and decentralized finance strategies.

Ideated, tested, concluded ventures

24 Initiatives

valuencer.app · concluded

Web3 2025 • Kenya

valuencer.app was a Web3 investment and content curation platform for fans and a monetization protocol for creators.

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Web3 creator monetization protocol connecting digital audiences directly to creators through resellable access badges on Sui Move.

Access badges were issued along an automated bonding price curve, rewarding early patron backing with resale upside potential.

Patrons proposed and upvoted commissioned content requests, while creators unlocked recurring revenue from continuous patron deposits.

Implemented Harberger-style self-assessed badge pricing with forced buyouts and on-chain default logging to turn creator reputation into a tradeable asset.

Concluded as our strategic focus pivoted away from high-risk creator financing toward data-driven, proven productive microassets.

Curabolist · explored (offline)

Web3 2024 • Kenya

Curabolist — curate, collaborate, and monetize online research and structured intelligence tables on any topic.

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Collaborative research platform designed to let analysts monetize structured data tables and crowdsourced intelligence feeds.

Enabled readers to buy access to verified local datasets, including telecom data packages, loan rates, and healthcare price quotes.

Introduced a co-ownership model distributing subscription fees to contributors proportional to the recency and volume of cells added.

Prototyped in Notion. Conceptual models for on-chain data objects were explored, but smart contracts were not written, and the project is offline.

Online Retailer · parked

E-Commerce 2025 • Kenya

Customer-centric online electronics retail store featuring direct factory-sourced audio gear, earbuds, and expert product advisory.

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Planned an advisory-led online retail platform launching initially with earbuds and earphones sourced directly from factories in China.

Designed structured filters, transparent specifications, and expert buying guides inspired by customer-centric European retailers like Coolblue.

Assessed direct market competition against dominant incumbent electronics brands across African markets, notably Oraimo.

Parked the initiative because physical hardware importation diverged from our core strategic focus on Web3 and deeply technical systems.

USSD feature phone wallet for Sui · explored

Web3 2025 • Kenya

Exploration of USSD telecom gateway integration enabling non-smartphone users to execute Sui Network transfers without internet access.

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Mobile data remains unavailable or prohibitively expensive for many people across East Africa.

Most everyday regional commerce and peer-to-peer payments still operate over GSM USSD telecom rails and basic feature phones.

Modern Web3 wallets require smartphones and mobile data connections, which excludes non-smartphone populations from digital finance.

Explored gateway architectures connecting USSD session menus to the Sui Network for offline token transfers before parking the project.

Haraka · concluded

Digitalization Youth Enablement 2024 • Uganda

Voucher-based community internet access piloted across a residential neighborhood and a farmers market in Uganda.

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Piloted voucher-based public Wi-Fi across one residential neighborhood around our property and one local farmers market in Uganda.

High cellular data costs force most individuals offline for weeks, cutting them off from modern information tools.

Problem-solving is crippled when an individual's only source of knowledge is an uncle from the village rather than Google.

Lack of access to global knowledge blocks capable, ambitious minds from learning independently and building scalable systems.

Demonstrated that expanding low-cost public Wi-Fi is essential to make internet access permanently affordable across emerging markets.

Concluded physical network operations due to high capital requirements, continuing the thesis by investing in Dabba to scale decentralized connectivity.

Stepn - MoveToEarn · concluded

Web3 Youth Enablement 2023 • Uganda

A team of 9 employees walked 90 phones daily for 6 months, totaling ~16,200 km and ~50k USD revenue.

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Launched a large-scale physical Move-to-Earn fleet operation in East Africa using the Solana-based Stepn protocol.

Coordinated full operations remotely from Europe while bedridden for three months following a severe motorcycle accident.

Recruited and directed a local field manager alongside eight full-time walkers operating ninety synchronized smartphones daily.

Walked over 16,200 kilometers across six continuous months, generating approximately $50,000 USD in protocol token rewards.

Discontinued operations after recurring device theft and operational friction in the field outweighed ongoing yields.

Stepn MoveToEarn operations

Reality Mining · concluded

Web3 Youth Enablement 2023 • Uganda

Community-sourced street-level imagery and map data (2 employees mapped a city neighborhood using RealityMaps).

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Explored unconventional business models to put low-skilled youth to work in East Africa using decentralized physical infrastructure networks (DePIN).

Deployed field workers equipped with smartphones to capture street-level video imagery and map Kampala neighborhoods systematically on foot.

Created accessible daily income opportunities for local youth without requiring prior technical training or formal academic degrees.

Monetized geospatial data feeds by uploading captured video tracks into early smartphone-friendly DePIN mapping protocols to earn token rewards.

As the broader DePIN sector matured, mapping protocols rapidly pivoted toward specialized, proprietary vehicle-mounted dashcams and custom hardware.

Concluded operations when network protocols phased out phone-based collection, eliminating the low-barrier hardware opportunity for local youth.

Reality Mining

Small shop Digitalization consultancy · concluded

Digitalization Youth Enablement 2022 • Uganda

Bringing local businesses online using free tools like google.com/business, e.g., Open Door Beer Store.

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Onboarded local neighborhood shops onto Google Maps and Google Business Profiles with professional verification and imagery, including Open Door Beer Store.

Packaged the onboarding workflow as a blueprint to empower local youth to run independent field digitalization consultancies.

The initiative concluded because candidates lacked the entrepreneurial drive to prospect merchants and map shops independently.

Digital literacy remained low; delivery motorcycle riders frequently asked for verbal directions despite receiving precise Google Maps coordinates.

The broader market was premature, as consumers still relied on informal word-of-mouth recommendations instead of digital navigation tools.

Small shop Digitalization consultancy

Dependable Gardens · explored

AgriTech Youth Enablement 2024 • Kenya

Market research into greenhouse farming technology, equipment suppliers, and youth agricultural training in Kenya.

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Researched greenhouse farming technology, equipment suppliers, and installation pricing across Kenya.

Evaluated agricultural education centers and institutional youth initiatives, including KCB Foundation greenhouse training models.

Followed practicing young farmers to observe real-world operational challenges, input costs, and crop management.

Recognized that greenhouses provide clear productivity advantages compared to open-field farming.

Concluded exploration because greenhouse operations require intensive manual labor and capital rather than scalable software technology.

Electric Unicycle Adventure · parked

2024 • Kenya

Electric Unicycle Adventure brings you an exhilarating experience of exploring and test-driving electric unicycles, the transportation method of the future.

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Explored electric unicycles as efficient personal urban transit and an adventurous group outdoor activity.

Evaluated a commercial recreation business model providing guided afternoon riding sessions and test-drive events for social groups.

Researched global unicycle manufacturers, procurement pricing, Kenyan customs import tariffs, and fleet maintenance unit economics.

House Search Engine · ideated

Digitalization 2022 • Uganda

Real estate aggregation and property discovery engine.

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Finding rental housing in Uganda required calling phone numbers on utility poles and paying viewing fees to informal brokers.

Brokers lacked digital communication tools and showed mismatched properties outside client specifications to maximize daily fees.

Existing listing websites contained duplicate spam ads, false prices, and random stock photos without verified property connections.

Ideated a digital property discovery platform featuring verified listings, transparent pricing, and video walkthroughs to eliminate broker friction.

Online music management and promotion · concluded

Digitalization 2024 • Uganda

Digital representation, streaming distribution, and audience development for independent artists.

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Local recording artists relied on traditional managers who held local contacts but lacked digital marketing competence.

Artists maintained fragmented accounts across multiple social and streaming services without a centralized online hub.

Tested musician landing page platforms to aggregate streaming links, profiles, and media into a unified public identity.

Online music management and promotion

Everything Store · concluded

Digitalization 2023 • Uganda

Everything Store - an online store for fire sales of second-hand items

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People moving out of Uganda circulated unorganized PDFs, emails, and photo dumps across WhatsApp and Facebook groups.

These unstructured channels caused message clutter and made inventory tracking and price negotiations difficult.

Built a dedicated marketplace website with real-time inventory updates, direct phone contacts, and a lightweight bidding mechanism.

Created an organized catalog for second-hand clearance sales that stopped unsolicited product promotions in community chat groups.

Custom-made design furniture · concluded

2023 • Uganda

Custom-made design furniture - e.g., Floating bed, from design to installed product

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Formal retail chains like IKEA do not exist in Uganda, where carpenters build and display basic furniture along the street.

Buyers must buy raw timber, specify custom dimensions, and negotiate construction costs with local workshops.

Leveraged this bespoke production model to design and supervise high-end architectural furniture rather than standard pieces.

Designed and built custom workstations, an epoxy resin river table, and a $3,000 floating bed made locally for €300 instead of €3,000 in Europe.

Kampala shopping assistant · concluded

Digitalization 2023 • Uganda

Private procurement and sourcing database to locate goods and compare prices across offline retail stores in Kampala.

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Developed a private procurement system to discover if specific products existed and could be purchased in Uganda.

Deployed store runners to verify whether target items were physically stocked across retail stores without online inventories.

Built a structured database to catalog merchant locations, retail prices, and compare product alternatives.

Bypassed local retail intermediaries by purchasing items directly from international platforms like AliExpress.

Direct sourcing delivered exact product specifications and lower prices, despite longer shipping delivery timelines.

Absorbed cross-border shipping and customs risks, which remained a major trust barrier for typical local consumers.

Concluded the venture because personal purchasing needs diverged from the mass market, and retail sourcing offered low technological leverage.

Private Chef / Small Restaurant Stock Management App · concluded

Digitalization 2023 • Uganda

Automated menu scheduling, pantry stock tracking, and net procurement shopping list generation built in Notion.

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Engineered an operational system in Notion to streamline daily communication and meal coordination with a private chef.

Built a visual weekly menu planner connecting scheduled meals directly to recipe ingredient formulas.

Tracked on-hand pantry inventory to generate automated net grocery procurement shopping lists.

Improved digital tool adoption and operational workflows for the chef through structured, smartphone-accessible templates.

Sponsored professional culinary training for the chef at The Cooking School Uganda to advance kitchen management.

Unsecured personal loans / revolving lines of credit · concluded

Youth Enablement 2024 • Uganda

Pilot of unsecured revolving personal credit lines at non-predatory rates in Uganda.

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Local informal lenders charge predatory interest rates and even use national ID cards as collateral.

Low numerical and financial literacy caused borrowers to accept destructive interest rates without calculating long-term repayment burdens.

Piloted small unsecured credit lines at fair rates to test repayment habits and debt management directly.

Borrowers lacked the financial discipline, budgeting habits, and predictable cash flow required to service unsecured debt reliably.

Concluded that managing microloans incurs a very high time cost without simple methods to maintain leverage against the borrower.

Directly seeded our thesis for financing productive microassets that can be remotely deactivated to enforce loan repayments at scale.

Community Kings · explored

Youth Enablement 2022 • Uganda

Placement and training of English-speaking online community managers for Web3 protocols and DAOs.

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Explored training and placing Ugandan talent as remote community managers for Web3 protocols and DAOs.

Presented the agency model to prospective managers and candidate protocols.

Discontinued exploration because community management did not use core software engineering and deep technical skills.

Long-term to short-term rental conversions · explored

2025 • Kenya

Financial modeling and operational feasibility of converting residential apartments into short-term rental stays in Nairobi.

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Modeled unit economics and yield curves for converting residential apartments into short-term stays in Nairobi.

Identified that ongoing construction of new apartments is oversaturating the Nairobi market.

Determined that success requires standard hospitality management and search ranking optimization rather than technological differentiation.

Concluded the venture because data analytics provided insufficient technological advantage in an overcrowded hospitality market.

Import of iPhones and tech gadgets to Uganda · explored

2023 • Uganda

Research into freight forwarding pipelines, import duties, and trade routes for electronics into Uganda.

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Conducted in-depth research into freight forwarders, international shipping routes, and freight hub locations across sea and air cargo.

Analyzed import duty schedules, VAT regulations, and total landing costs for electronics in Uganda.

Executed several small import transactions to test supply chains and delivery timelines directly.

Concluded the initiative because trading physical electronics offered no technological innovation.

Forex shop · concluded

2023 • Uganda

Comparative analysis of banking, fintech remittance, and Web3 rails to capture cashback arbitrage.

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Evaluated routes across banking corridors, fintech remittance providers, and Web3 settlement rails.

Created a comprehensive model tracking hidden fees, foreign exchange conversion spreads, and transfer times.

Identified and executed an arbitrage opportunity leveraging card cashback rewards of up to eight percent for three months.

Concluded the route when Binance terminated the cashback program, which removed the net arbitrage margin.

Car Rental & Car Sharing · explored

2023 • Uganda

Exploration of vehicle rental and peer-to-peer car sharing platforms in Uganda.

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Explored vehicle rental models and peer-to-peer car sharing platforms where private vehicle owners list cars for rent.

Evaluated platform mechanics, driver verification, asset protection, and the availability of trustworthy clients.

Concluded exploration because the local market was premature and demanded extensive informal operational coordination.

The addressable market volume was insufficient to justify the required time and capital investment.

Digital Micro Task Agency · concluded

Youth Enablement 2022 • Uganda

Coordinated workforce management connecting low-skilled youth to global micro-task and data annotation platforms.

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Targeted local earning opportunities for youth in Uganda by onboarding workers to global digital task networks.

Evaluated active micro-work platforms for data labeling, image tagging, and audio transcription.

Concluded because the model operated as a people management business rather than building software and systems distributed at scale.

Substantial capital constraints and foundational educational barriers in computer literacy prevented scalable operations.

Online course about advanced Qlik data analytics apps · concluded

2017 • Europe

Curriculum design, technical tutorials, and architecture guides for enterprise Qlik data analytics applications.

Quantitative & DeFi Strategies

8 Strategies
Automated Engine • Python • Market Making

Proprietary Cross-Exchange Triangular Arbitrage

A proprietary cross-exchange triangular arbitrage market-making trading engine written in Python. Developed by Georges-Charles Brain to capture cross-currency discrepancies and provide automated liquidity across centralized exchanges.

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Key Capabilities
  • Universal parameterized bot for market making vs reference markets
  • Order placement optimizer dependent on order book depth
  • Multi-exchange balance rebalancing & capital management
  • Emergency auto-cancellation checker and Redis bot state viewer
  • Public trade processor converting prices to EUR with reference bid/ask deltas
Tech Stack

Python: CCXT, threading, SQLAlchemy, Redis, boto3, Pandas, NumPy, Dask, Altair.
AWS: EC2, RDS, CloudWatch, IAM, SageMaker, S3.
Infrastructure: Redis, MySQL, Linux, Jupyter Lab.

Solana DeFi

Solana DeFi Arbitrage Bot

Solana Defi arbitrage bot using jup.ag and ccxt.

Market Neutral

Algorithmic Cash & Carry

Algorithmic cash & carry - perpetual funding rate arbitrage.

Liquidity Engineering

Hedged Yield Farming

Hedged Yield Farming on Ethereum and Solana (APY.vision, tulip.garden, custom gsheet model).

Algorithmic Execution

Grid Trading

Grid trading (custom gsheet model).

Credit Markets

Uncollateralized Lending

Uncollateralized lending (TrueFi, notes.finance).

Institutional Allocation

Quant Hedge Fund Investing

Quant hedge fund investing.

CEX Arbitrage

Manual Triangular Arbitrage vs Fiat

Manual triangular arbitrage vs Fiat on CEXs.