PORTFOLIO · SYSTEMS · DATA · PRODUCT
Industrial Engineering student at Universidad de Lima. I research complex systems and turn them into digital products that help people understand, compare, and decide.
RESEARCH NOTES
Articles for understanding the future while it is still in motion.
A free publication on artificial intelligence, quantum computing, technology, and society. Every piece separates facts, inferences, and scenarios while showing its sources, limits, and corrections.
Zero known material claims without verifiable support at publication.
- Artificial intelligence
- Quantum computing
- Technology and the future
- Mind and productivity
Frequent notes · weekly essays · selective dossiers
Explore articlesOne portfolio, three lines of work.
Each project addresses a different question through the same method: research, structure, and turn complexity into a public, free, and verifiable experience.
PROJECT MAP.8 public projects
- 01
Public intelligence and marketsEl Colapso de Situational AwarenessA Spanish-language visual investigation into leverage, margin calls, Citadel’s purchase, the Korean leveraged-ETF crash, and the fact-check of the manipulation thesis, with 98 numbered sources and interactive labs.Why it mattersAn interactive investigation reconstructing the collapse of a leveraged portfolio while separating facts, inferences, discrepancies, and unverified claims before turning them into a visual story.Core themes: LeverageMarketsVerificationKoreaExplore project - 02
Finance and behaviorEl Arte de Gastar DineroAn interactive laboratory on spending psychology that combines visual chapters, evidence, exercises, and simulations to examine how we use money and what we understand as wealth.Why it mattersIn an economy designed to accelerate consumption, it explores how identity, social comparison, status, and our perception of time shape financial decisions and the freedom money can create.Core themes: BehaviorConsumptionWealthFreedomExplore project - 03
Fixed-income marketsBonos de EE.UU. · Guía interactivaA Spanish-language interactive guide to Treasuries with custom SVG charts, four simulators, a quiz, flashcards, a glossary, a guided tour, and traceable sources.Why it mattersA two-depth guide connecting price and yield, the Fed, the curve, duration, the dollar, historical episodes, and scenarios without mixing observed data with simulations.Core themes: TreasuriesFedYield curveDurationPedagogyExplore project - 04
Cryptography and quantum riskAI Quantum · Quantum Crypto ShieldAn interactive educational atlas connecting quantum computing, elliptic-curve cryptography, and Bitcoin and Ethereum security through guided paths, 20 laboratories, and 33 source-traceable visualizations.Why it mattersThe post-quantum transition is not only a mathematical problem: it requires protocols, wallets, custodians, communities, and public policy to coordinate before public-key exposure and dormant assets become difficult-to-reverse risks.Core themes: Quantum computingCryptographyBitcoin and EthereumPost-quantum migrationRiskExplore project - 05
Technology, society, and futuresLa Era de la AbundanciaA public map of technological and social change connecting AI, robotics, energy, distribution, education, purpose, and Latin America through 21 modules, 42 visuals and flows, traceable sources, and 12 3D simulations.Why it mattersIt explores a defining question for this decade: if intelligence and productive capacity become more abundant, who captures the value, how does work change, and which institutions turn technical capacity into shared well-being?Core themes: AIAutomationWorkEducationEnergyPurposeExplore project - 06
AI infrastructureCerebras CS‑4 AtlasAn interactive bilingual atlas — English canonical, Spanish alternate — that disassembles Cerebras CS‑4 from tokens and wafers to GPT‑5.6, patents, manufacturing, contracts, and CBRS, with simulators, claim audits, and 100 traceable sources.Why it mattersWhen a vendor publishes 2×, 6×, 10× and 30× at once, the useful question is not which number is largest, but which denominator each one uses and what remains unproven: cost, utilization, reliability, and tokens per megawatt.Core themes: AcceleratorsInferenceBenchmarksIntellectual propertyFinanceExplore project - 07
AI infrastructureJalapeño vs Rubin vs CerebrasAn interactive bilingual report — English canonical, Spanish alternate — that opens Jalapeño, Rubin R200, and the WSE-3 Turbo layer by layer, with teardowns, a roofline, official InferenceX ranges, and the sources behind every number.Why it mattersWhen OpenAI publishes Jalapeño numbers the same week Rubin enters full production and Cerebras sells the wafer as a rack, the useful question is not who won. It is which constraint each chip accepted: watts, HBM, or SRAM.Core themes: AcceleratorsInferenceBenchmarksMemory wallEconomicsExplore project - 08
Technology, society, and futuresOx Alpha AtlasA bilingual pedagogical atlas — English canonical, Spanish alternate — on the stealth model Ox Alpha: 22 lessons, a glossary, cards, an exam, interactive labs, and a chain of custody of sources, with the leading thesis (unpublished multimodal GLM-5.x) labeled as a hypothesis, not a passport.Why it mattersWhen a model appears without a logo, the useful question is not the loudest rumor, but which tests survive: the tokenizer knife, the video toll, the API errors, and what the lab has not yet signed.Core themes: Stealth modelsTokenizerMoEOpenRouterPedagogyExplore project
How I work
METHOD. A simple sequence for turning complex questions into understandable, useful, and verifiable products.
- 01Research
- 02Structure
- 03Build
- 04Verify
COMPLEMENTARY EDUCATION
Specialization Program in Investment Management and Capital Markets
Program completed · 153 hours · 2022–2023
PROFILE
Judgment before noise.
I build systems that turn complex information into clear decisions. I combine systems thinking, research, and experience design to make finance, digital security, and technological change easier to understand.
CONTACT
A conversation, when the channel is ready.
A professional contact channel will be published after its privacy and identity are verified.
Professional channel in preparation