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DIEGO NEPOMUCENO MARCOS

| Product n' Software Eng Std โœ’๏ธ | Venture Capital n' Portfolio Manager Analyst ๐ŸŽฉ | Civil Engineer B.Sc. ๐Ÿ—๏ธ| @BERlin.de ๐Ÿ›๏ธ |

Curriculum & Portfolio


"Cuando digo Diego, no digo 'digo', digo Diego"

โ€”El Chavo del Ocho, Quico, 1978










INTRO

โšก TL;DR

"At 38 years old holds a B.Sc. as a Civil Structural Engineer, Corporate Analyst for 3y, Investment Banker and Private Equity analyst for 10y, pivoting into Software and Product Engineering. For 5y lived in 5 EU cities, moved over 170+ cities across 40+ countries, with Spanish and Brazilian roots based in Germany."

Curriculum Vitae (pdf)
mindmap
  root((.))
    ((.))
    ((W1))
	    ((Capital Markets & Ventures))
	    ((Business ))
	    ((W2))
		    ((C.Science ))
		    ((Product ))
			((E))
				((International ))
				((Pursuits ))
				((NGO ))
			((O))
				((B.Sc. Engineering ))
				((Army))
                        

โ›๏ธ WORKING ON

Front-end Developments


PORTFOLIO

๐Ÿ’ฐ Macro & Quant

๐ŸŽฉ Capital Markets

Structuring real estate deals in Investment Banking, managing substantial portfolios across mutual and structured funds, and handling the lifecycle of Private Equity and Venture Capital deals, with exposure to ESG and FinTech.

"Risk comes from not knowing what you're doing."

โ€” Charlie Munger | Warren Buffett

More...

Investment Banking / Advisory (ECM/DCM)
  • Structuring (Modeling and Due Diligence) of R$ 500Mi in MBS.
  • Structuring Mezzanine debt of R$ 100Mi.
  • Structuring BTS and Sales & Leaseback.
  • Structuring and Private Placement of 5 companies in the Retail and Technology sector R$ 50Mi.
Portfolio Manager / Private Equity / WM / Credit / Risk / Compliance
PM&PE (Constitution and Management):
  • 10 exclusive funds (FIM/FIDC/FIP) AuM of R$ 500Mi - Offers 476.
  • 2 MBS Funds with R$ 500Mi AuM - Offers 476/400.
  • 3 Funds Private Credit with AuM of R$ 350Mi.
PM&PE (Acquisitions):
  • MBS โ€“ R$ 350Mi.
  • Land for Real Estate Development - Sales R$ 200Mi.
  • LF /DEB โ€“ R$ 200Mi.
PE (building):
  • Structuring of the front, middle, compliance, and risk elaborating processes and analysis criteria of an asset management company.
  • Management and Risk/Compliance Committees.
Venture Capital / Corporate Venture Capital
  • Structuring companies: Asset, Mortgage Bank, and Credit Servicer.
  • Acquisition of 4 Startups focused on ESG - AuM 200Mi.

๐Ÿ’ผ Corporate and Business

For 4 years in Real Estate Development working in the construction field, financial modeling, FP&A, and investor relations in a real estate developer company.

"We are what we repeatedly do. Excellence, then, is not an act, but a habit."

โ€” Aristotle

More...

Business Development / FP&A / Investor Relations / Project and Product Management
  • Follow-on and MBS/Private Debit โ€“ R$ 350Mi.
  • Launch of real estate developments โ€“ Sales R$ 750Mi.
  • Land for real estate business development โ€“ Sales R$ 500Mi.
  • Financial modeling, product & project management, and construction follow-ups.

๐Ÿ‘พ CS & Product

๐Ÿ‘พ Computer Science

Pursuing a career shift. A Software Engineer and a Full Stack Developer under development.

"Talk is cheap. Show me the code."

โ€” Linus Torvalds

More...

Back-End
  • System: Atomic operations, Concurrent Algorithms, Semaphore/Mutex.
  • Data: Hashmap Techniques and Binary Trees.
  • Graph and Gaming: Ray Casting Computer Graphics Algorithms.
Front-End
  • Responsive, mobile-first websites: Bootstrap CSS and Vanilla JavaScript.
  • Dynamic, component-based applications: Tailwind CSS and Vue.js (ongoing).
  • Dynamic, component-based applications: Tailwind CSS and React.js (ongoing).
Data Science and Machine Learning/AI
  • Agent Coder: Langgraph | TensorFlow/Pytorch | SQL/noSQL (ongoing).
  • Hedge Fund Macro Analysis and Portfolio Rotation: Numpy/Scipy | SQL (ongoing).
DevOps
  • Github Actions and YAML settings for websites CI/CD.

โœ’๏ธ Product Management

Pursuing a career shift. Passionate by innovation, creative coding, disruptive design and chaos patterns.

"Simplicity is the ultimate sophistication."

โ€” Leonardo da Vinci

More...

Tech Product Management
  • Product requirements, Positioning strategy, User discover.
  • Product requirements document (PRD/Spec) and Product Roadmap.
  • Manage a product lifecycle, and Run an Operational Sprint.

๐ŸŒ Personal

๐ŸŒ International

For 5 years, travelled to 170+ cities over 40+ countries across 5 continents; lived in 5 European capitals.

"A ship in harbor is safer, but that is not what ships are built for."

โ€” John A. Shedd

More...

Long Stays

Studying and working remotely in 5 European cities: Berlin and Barcelona, London, Valencia, and Paris.
Also took long stays in: Rio de Janeiro, Casablanca, and Chiang Mai.
Born and raised in Sรฃo Paulo, the 5th biggest city in the world.

Short Stays
  • Traveled over 170+ cities, 100+ NomadMania Regions, 40+ countries across 5 continents.
  • Visited: World Heritage Sites (50+), New Seven Wonder+Pyramids (3/8) and The Seven Natural WW (1/7).
Languages
  • Conversation Level: Portuguese, English and Spanish.
  • Intermediate Level: Galego. Beginner Level: Deutsche.
  • Basic Knowledge: Catalรกn, French and Italian.

๐Ÿซ‚ NGO

For 2 years in a NGO worked on projects related to social development and emergency houses for people in extreme poverty.

"To rank the effort above the prize may be called love."

โ€” Confucius

More...

  • Construction of 8 houses for emergency housing acting directly on the work of each house.
  • Logistics management for a construction event of 10 houses.
  • Development of projects to meet the infrastructure needs of the communities.

๐ŸŒฑ Personal Pursuits

Always seeking for a balanced variety of fulfilling experiences

"It is not death that a man should fear, but he should fear never beginning to live."

โ€” Epictetus

More...

TOPICS: Modern Physics (Quantum and Particle), Global Macro, Mediterranean and Vegetarian Cooking, Backpacking, Jazzy Music, Wellness and Wellbeing.

  • Endurance Sports: Hiking, Rock Climbing, Cycling, Skydiving and Bungee Jump.
  • Competition Sports: Tennis (5y), Handball (3y), Rugby (1y) and Waterpolo (1y).
  • Mindfulness: Aikido, Yoga and Meditation.
  • Pursuing: Oceans Seven Endurance, pre-Tour de France cycling and Seven Summits hike.

๐ŸŽ“ Ground Education

๐Ÿ—๏ธ Civil Engineering

Design, Plan, Management, and Development Residential towers and emergency houses for poverty alleviation.

"The important thing is not to stop questioning."

โ€” Albert Einstein

More...

Construction Field
  • Design, Plan, Management, and Development of 2 tower building.
  • Construction of 8 houses for emergency housing acting directly on the building field of each house.
Educational Projects
  • Roads, bridges, water resources sites, Vertical Buildings.

๐ŸŽ–๏ธ Army Service

Graded as Second Lieutenant of Logistics Brigade, from the Army Reserve Officers' Training Corps for the Brazilian Army (CPOR/SP).

"If you know the enemy and know yourself, you need not fear the result of a hundred battles."

โ€” Sun Tzu

More...

Curriculum:
  • Lectures and courses on Command and Leadership Corps
  • Analysis of all codes, laws and norms that permeate the Army
  • Exercising logistics and control functions within the battalion
  • Camps with total immersion, focusing on instruction for wilderness survival in combat
  • Theoretical and practical instructions for the graduation of an Army Officer
  • Specialization in Corps Ordnance (Maintenance, Logistics, Supply and Transportation)
  • (1 year | 2,016 hours | Sรฃo Paulo/Brazil)

CURRICULUM

โณTimeline

Career and Education Timeline (Chart)

gantt
    title Career and Education Timeline
    dateFormat  YYYY-MM-DD
    axisFormat %Y
    
section ...........
    ๐Ÿ’ผ Professional Experience        : active, 2006-12-01, 2030-12-31
section Capital
    Capital Markets Advisor         :done, 2021-12-01, 2023-12-30
    Real Estate Private Equity      :done, 2020-01-01, 2020-12-30
    Portfolio M. & Credit A. :done, 2018-06-01, 2020-01-30
    CVC & Wealth Management :done, 2015-12-01, 2018-06-30
section Volunteer 
    NGO (Financial, Social, Eng.)   :done, 2014-04-01, 2016-04-30
section VC
    Venture Capital Analyst         :done, 2013-12-01, 2015-05-30
section Corporate 
    Investor Relations / RE Bus. Dev. :done, 2011-01-01, 2013-02-28
section Engineer 
    RE Construction Intern          :done, 2009-01-01, 2010-07-30
section .....
    ๐ŸŒ Relevant Experience        : active, 2006-12-01, 2030-12-30
section Experiences
    International Experience        :done, 2020-12-01, 2025-10-10
    Volunteer Experience            :done, 2014-04-01, 2016-04-30
    Army Service                    :done, 2006-01-01, 2006-12-30
section ...............
    ๐ŸŽ“ Education        :active, 2006-12-01, 2030-12-31
section Career Shift 
    Software Engineering Course     :done, 2024-10-01, 2025-10-10
    Product Management Spec.        :done, 2023-09-01, 2023-11-30
    Capital Markets Spec.      :done, 2016-01-01, 2016-12-30
    Bay Area Workshop :done, 2015-12-01, 2015-12-30
section Bachelor
    B.Sc. Structural Civil Eng.     :done, 2008-01-01, 2013-12-30
section ....  
    ๐ŸŽ“ Personal Pursuits       :active, 2006-12-01, 2030-12-31
    Personal Pursuit Projects     :done, 2025-10-01, 2030-10-10
    ... :done, 2005-01,12m
                        

International Experience Timeline (Chart)

gantt
    title International Experience Timeline
    dateFormat  YYYY-MM-DD
    axisFormat %Y

    ๐ŸŒ Long Stay        :active, 2020-09-01, 2027-03-30
    Sรฃo Paulo/BRL        :done, 2020-09-01, 2020-09-30
    Rio de Janeiro/BRL         :done, 2020-10-01, 2020-12-30
    Chiang Mai/THAI         :done, 2021-04-01, 2021-07-30
    Paris/FRA         :done, 2021-08-01, 2021-11-30
    Casablanca/MAR         :done, 2022-04-01, 2022-05-30
    London/UK         :done, 2022-06-01, 2022-10-30
    Barcelona/ESP         :done, 2022-11-01, 2023-11-30
    Valencia/ESP         :done, 2024-03-01, 2024-06-30
    Berlin/GER         :done, 2024-07-01, 2025-05-30
    Kรถln/GER         :done, 2026-03-01, 2027-03-30
    
    ๐ŸŒ Short Stay        :active, 2020-09-01, 2027-03-30
    USA Trip        :done, 2020-09-01, 2020-09-30
    Brazil Trip        :done, 2020-10-01, 2020-10-30
    Middle East Trip        :done, 2020-12-01, 2020-12-30
    Thailand Trip       :done, 2021-01-01, 2021-01-30
    France Trip        :done, 2021-11-01, 2021-11-30
    Spain and Africa Trip         :done, 2022-06-01, 2022-06-30
    UK Trip        :done, 2022-12-01, 2022-12-30
    Scandinavian Trip        :done, 2023-01-01, 2023-01-30
    Central EU Trip        :done, 2023-06-01, 2023-06-30
    Mediterranean Trip        :done, 2025-08-01, 2025-08-30
    Balkans Trip        :done, 2025-10-01, 2025-10-30
    Asia1 Trip        :done, 2026-01-01, 2026-01-30
    Asia2 Trip        :done, 2026-03-01, 2026-03-30
                        

๐Ÿ“‹ Experiences

๐Ÿ’ผ Professional Experience

Capital Markets Advisor (Sr/Partner)

Description: Structuring deals and distribution with investors focused on the middle market - ECM R$ 60Mi / DCM R$ 120Mi.

(+)
  • | DHGP Capital / PHI Capital / Engage Capital โ€“ Sรฃo Paulo/Brazil
  • Timeline: Dec/2021 ~ Dec/2023
  • Duration: 2 years and 1 month

Real Estate Private Equity (Sr/Partner)

Description: Wealth Management, Private Equity and Real Estate funds focused on credit and equity โ€“ AuM USD 60Mi.

(+)
  • R Capital Asset Management (RTSC GROUP) โ€“ Sรฃo Paulo/Brazil
  • Timeline: Jan/2020 ~ Dec/2020
  • Duration: 1 year

Portfolio Manager and Credit Analyst (Sr/Partner)

Description: Management of Real Estate Funds focused on Equity, Credit (FIDC/555) and Equity Funds (FIP) - AuM USD 60Mi

(+)
  • | Hectare Capital AM (RTSC GROUP) โ€“ SP/Brazil
  • Timeline: Jun/2018 ~ Jan/2020
  • Duration: 1 year and 5 months

Corporate VC and Wealth Management (Sr/Partner)

Description: Structuring of companies for the holding company (Asset Management, Mortgage Bank, Credit Servicer, and DTVM companies). Wealth Management with focus on FIDC, FII e FIM โ€“ AuM USD 200Mi

(+)
  • RTSC Participaรงรตes Group (RTSC GROUP) โ€“ SP/Brazil
  • Timeline: Dec/2015 ~ Jun/2018
  • Duration: 2 years and 6 months

Financial, Social, and Engineering in NGO (Sr)

Description: Development of blue prints projects to meet the infrastructure needs of communities; Social research and social work implementation. Finance Reports.

(+)
  • | TECHO NGO โ€“ Sรฃo Paulo/Brazil
  • Timeline: Apr/2014 ~ Apr/2016
  • Duration: 2 years

Venture Capital Analyst (Jr)

Description: Management of Venture Capital funds (FIP and FMIEE) - Acquisition, Management, and Disinvestment; Companies focused on ESG - AuM USD 40Mi.

(+)
  • | KPTL Investments โ€“ Sรฃo Paulo/Brazil
  • Timeline: Dec/2013 ~ May/2015
  • Duration: 1 year and 6 months

Investor Relations Analyst (Jr) / Real Estate Bus. Dev. Analyst (Jr)

Description: Support for Buy/sell-sides analysts and Investors. Management of Real Estate Development Processes, Financial Modeling, and monitoring of project construction.

(+)
  • Tecnisa S.A โ€“ Sรฃo Paulo/Brazil
  • Timeline: Jan/2011 ~ Feb/2013
  • Duration: 2 years and 1 month

Real Estate Construction Field Intern (Jr)

Description: Financial Control and on-site management the execution of the construction of two-tower real estate development.

(+)
  • Plano & Plano - Cyrela Group โ€“ Sรฃo Paulo/Brazil
  • Timeline: Jan/2009 ~ Jul/2010
  • Duration: 1 year and 7 months

๐ŸŒ Relevant Experience

International Experience

For 5 years in a Nomadic Personal Project, travelled to 170+ cities over 40+ countries across 5 continents.

(+)
  • Timeline:

Volunteer Experience

For 2 years in a NGO worked on projects related to social development and the construction of emergency houses for people in extreme poverty.

(+)

Timeline: Apr/2014 ~ Apr/2016 (2 years).

Army Service

For 1 year studied as a cadet in Brazilian Army Intensive Preparation of Officers. Graded as Second Lieutenant of the Logistics Brigade, from the Army Reserve Officers' Training Corps (CPOR/SP).

(+)

Timeline: Jan/2006 ~ Dec/2006 (1 year - 2,016 hours).

๐ŸŽ“ Professional Education

Software Engineering (Course)

Focus / Description: C/C++ programming: data structures, classic algorithm, UNIX processes, network architecture, system administration, object-oriented programming, client-server projects and computer graphics and gaming.

(+)
  • | Lโ€™ร‰cole 42 (42 School) โ€“ Barcelona/Espanha | Berlin/Germany |
  • Timeline: October/2024 ~ Actual
  • | 1 year / 3 years (total), 200 hours coding done|

Product Management (Course)

Focus / Description: Product requirements and positioning strategy, User Discovery, Product Requirements Document (PRD/spec) and Product Roadmap, Manage a Product Lifecycle, and Run an Operational Sprint.

(+)
  • | Stanford School of Engineering โ€“ California/USA (remote) |
  • Timeline: September/2023 ~ November/2023
  • Duration / Credits: 10 weeks (60 hours), 3 ECTS/1.5 UScred

Capital Markets (Course)

Focus / Description: Macroeconomics, Market Research and Analysis, Financial and Business Analysis, Financial Modeling / Project Finance, Due Diligence, ECM / DCM structuring deals, Asset Pricing, Risk Management, and Portfolio Allocation.

(+)
  • | Anbima โ€“ Sรฃo Paulo/Brazil (remote) |
  • Timeline: January/2016 ~ December/2016
  • Duration / Credits: 1 year (500 hours), 50 ECTS/25 UScred

Civil Structural Engineering (B.Sc.)

Focus / Description: Civil Engineering Bachelor. Majors: Structural, Water and Transportation. Minors: Math and Physics.

(+)
  • | Mackenzie Presbyterian University โ€“ Sรฃo Paulo/Brazil |
  • Timeline: January/2008 ~ December/2015
  • Duration / Credits: 5 years (4,500 hours), 440 ECTS/240 USCred

โ›“๏ธโ€๐Ÿ’ฅ Relevant Education

  • Macro Economics (Course)
  • Silicon Valley Workshop and Vegas Conferences

SKILLS

Engineering, Tech Finance and Business.


๐Ÿ’พ My Stack

  • Back-End: C, C++, Python, Bash
  • Front-End: HTML, CSS, TypeScript, Vue, React
  • Database: SQL, NoSQL
  • DevOps: Docker, GitHub Actions, GCP
  • Data/ML: NumPy, Pandas, TensorFlow

๐Ÿ› ๏ธ My Skills

  • Capital Markets: IB, PE, VC, Portfolio Mgmt
  • Corporate: FP&A, IR, Bus. Development
  • Engineering: Structural Design, Construction
  • Product: Agile, PRD, Roadmap, Sprint
  • Soft: Leadership, Negotiation, Analytics

๐ŸŒŽ My Languages

  • Portuguese: Native
  • English: Advanced (C1)
  • Spanish: Advanced (B2)
  • German: Beginner (A1)
  • Citizenship: ๐Ÿ‡ง๐Ÿ‡ท Brazilian, ๐Ÿ‡ช๐Ÿ‡ธ Spanish

๐Ÿ“ All

๐Ÿ› ๏ธ Skill List Professional Projects

Main Category Sub-Skill ID Sub-Skill (Clickable Filter) Description
Capital MarketsaFinancial ModellingModeling, FP&A
bIB / PE / VC (Deal Structuring)IB, PE, VC, Structuring
cAsset & Portfolio ManagementPortfolio Management
dRisk Management & ComplianceRisk & Compliance
Corporate & BusinesseBusiness DevelopmentReal Estate Business Development
fFP&AFP&A, Financial modeling
gInvestor RelationsInvestor Relations
Civil EngineeringhStructural Design & PlanningDesign, Plan, Educational Projects
iConstruction ManagementManagement, Construction Field
Computer SciencejBack-End DevelopmentBack-end (Algos, System, Data)
kFront-End DevelopmentFront-end (CSS, JS, Vue, React)
lData Science & ML/AIData Science, ML/AI, Numpy
mDevOpsDevOps, CI/CD, Github Actions
Product ManagementnProduct Lifecycle (Agile)Manage product lifecycle, Sprint
oProduct Strategy & DocsPRD, Roadmap, Positioning, User discover

Projects

Main Category Project ID/Name Description Sub-Skills
Capital MarketsA1Structuring (Modeling/Due Diligence) of R$ 500Mi in MBSa, b
A2Structuring Mezzanine debt of R$ 100Mia, b
A3Structuring BTS and Sales & Leasebackb
A4Structuring and Private Placement (5 companies, R$ 50Mi)b
A5Constitution of 5 funds (R$ 1,000 Mi AuM)b
A6Mortgage Backed Securities (CRI | 10 units | R$ 350 Mi NPV)b
A7Exclusive Funds (FIM/FIDC/FIP | 10 funds | R$ 500 Mi AuM)c
A8MBS Funds (FII | 2 funds | R$ 500Mi AuM)c
A9Private Credit Funds (FIM | 3 funds | R$ 350 Mi AuM)c
A10Perpetual Bank Debt (LF | 1 unit | R$ 200 Mi)c
A11Structuring of the front, middle, compliance, and risk...d, c
A12Risk Management: Credit Default Rate, Debt-to-Equity Ratio...d
A13Front Committees (watcher) and Risk/Compliance Committees(Director)d
A14PE: Structuring a Holding Company (One-Stop-Shop RE)b
A15PE: Land for Real Estate Development (SPE, R$ 200 Mi Sales)b, e
A16VC: Fund (R$ 200Mi AuM) - Acq. 4 Startups (ESG)b
A17VC: Structuring companies (Asset, Mortgage Bank, Servicer)b
Corporate & BusinessB1Launch of real estate developments โ€“ Sales R$ 750Mie
B2Land for real estate business development โ€“ Sales R$ 500Mie
B3Financial modeling, product & project management...a, f, n
B4Follow-on and MBS/Private Debit โ€“ R$ 350Mig, b
Civil EngineeringC1Design, Plan, Management, and Development of 2 tower buildingh, i
C2Construction of 8 houses for emergency housing...i
C3Educational Projects (Roads, bridges, water resources...)h
Computer ScienceD1System: Atomic operations, Concurrent Algorithms, Semaphore/Mutexj
D2Data: Hash-map Techniques and Binary Treesj
D3Graph and Gaming: Ray Casting Computer Graphics Algorithmsj
D4Front-End: Responsive, mobile-first websites...k
D5Front-End: Dynamic, component-based applications (Vue.js)k
D6Front-End: Dynamic, component-based applications (React.js)k
D7Agent Coder: Langgraph | TensorFlow/Pytorch | SQL/noSQLl, j
D8Hedge Fund Macro Analysis and Portfolio Rotation: Numpy/Scipy | SQLl, c
D9DevOps: Github Actions and YAML settings for websites CI/CDm
Product ManagementE1Product requirements, Positioning strategy, User discovero
E2Product requirements document (PRD/Spec) and Product Roadmapo
E3Manage a product lifecycle, and Run an Operational Sprintn

๐Ÿ’พ Tech Stack

๐Ÿ‘พ My Stack

Topic Rating // Topic Rating
CS Concepts โ˜† DevOps โ˜†
    - Data Structures โ˜†     - GitHub Actions
Back-End โ˜† Database โ˜†
    - UNIX โ˜†โ˜†โ˜†     - SQL โ˜†โ˜†โ˜†
    - Algorithms โ˜†โ˜†โ˜†     - NonSQL โ˜†โ˜†โ˜†
    - Web Servers ~ Data Science & ML & AI โ˜†โ˜†โ˜†
    - Embedded Systems ~     - Numpy/Scipy โ˜†
    - Graphic and Gaming โ˜†     - TensorFlow/Pytorch ~
Front-End โ˜†โ˜†โ˜†     - Langraph ~
    - Html/CSS โ˜†
    - Js.Vanila ~
    - Js.Vue -
    - Pandas - //
Icons
๐Ÿš€ DevOps
SCRIPT VC/CI CONT CLOUD MONIT
Linux/Bash VBA Python GitHub GitHub Actions Docker Google Cloud Prometheus
Bash VBA Python GitHub GitHub Actions Docker Google Cloud Prometheus
โ˜†โ˜† โ˜†โ˜†โ˜† โ˜† โ˜†โ˜† - โ˜† โ˜†โ˜† -
โš™๏ธ Back-End
SYS LANG FRAME WEBSRVS API AUTH TESTING
C C++ Rust Make Go Django Spring Nginx REST JWT Pytest
C C++ Rust Make Go Django Spring Nginx REST JWT Pytest
โ˜†โ˜† - - โ˜†โ˜†โ˜†โ˜† - - - - - - -
๐Ÿ–ฅ๏ธ Front-End
MARK LANG FRAME
Obsidian Markdown Html Css TypeScript React
Obsidian Markdown Html Css TypeScript React
โ˜†โ˜† โ˜†โ˜†โ˜†โ˜†โ˜† โ˜†โ˜†โ˜† - - -
๐Ÿ“Š Data Science & ML
DATA-FRAME ML-FRAME DL-FRAME BIG-DATA
Pandas NumPy Scikit-learn PyTorch Spark
Pandas NumPy Scikit-learn PyTorch Spark
โ˜† - - - -
My Setup
OS FLAVOR SCRIPT IDE VC CLOUD
Linux KDE plasma Bash/Zsh/Fish VSCode GitHub Google
Linux KDE Bash VSCode GitHub Google Cloud
โ˜†โ˜†โ˜† โ˜†โ˜†โ˜† โ˜†โ˜† โ˜†โ˜†โ˜† โ˜†โ˜† โ˜†

๐Ÿ’ป THE Stack

Software Engineering
  • PRINCIPLES: SOLID, DRY, KISS, YAGNI;
  • DESIGN: Design Patterns, System Design, Microservices, Event-Driven;
  • AGILE: Scrum, Kanban, XP, LeSS;
  • TESTING: Unit, Integration, E2E, TDD, BDD.
DevOps
  • VCS: Git, GitHub, GitLab, Bitbucket;
  • CI/CD: Jenkins, GitLab CI, GitHub Actions, CircleCI, ArgoCD;
  • CONTAINERS: Docker, Kubernetes, Docker Swarm, Podman;
  • IAC: Terraform, Ansible, Pulumi, CloudFormation, Bicep;
  • CLOUD: AWS, Azure, GCP;
  • SCRIPT: Bash, Python, PowerShell, Groovy;
  • MONIT: Prometheus, Grafana, ELK Stack, Datadog, Splunk.
Back-End
  • LANG: Java, C#, Python, Go, Node.js, Ruby, PHP, Kotlin, Scala;
  • FRAMEWORKS: Spring, .NET, Django, Flask, Express.js, NestJS, Gin, Rails;
  • API: REST, GraphQL, gRPC, WebSockets, OpenAPI/Swagger;
  • WEBSRVS: Nginx, Apache, Caddy, HAProxy;
  • AUTH: OAuth 2.0, JWT, OpenID Connect, SAML;
  • MSG: Kafka, RabbitMQ, SQS, Pulsar, NATS;
  • SYS: C, C++, Rust.
Front-End
  • MARK: HTML5, CSS3, Markdown;
  • LANG: JavaScript (ES6+), TypeScript;
  • JS-FRAME: React, Angular, Vue.js, Svelte, Next.js, Nuxt.js;
  • CSS-PRE: SASS, LESS, PostCSS, Stylus;
  • CSS-FRAME: Tailwind CSS, Bootstrap, Material-UI, Chakra UI;
  • STATE: Redux, Zustand, Pinia, Recoil, MobX, Context API;
  • BUILD: Webpack, Vite, Babel, esbuild, Rollup;
  • TESTING: Jest, Cypress, Playwright, Storybook, Vitest.
Database
  • QUERY: SQL, T-SQL, PL/pgSQL;
  • RELATIONAL: PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite;
  • NOSQL: MongoDB, Redis, Cassandra, DynamoDB, Couchbase, Elasticsearch;
  • GRAPH: Neo4j, ArangoDB, Dgraph;
  • ORM: Prisma, TypeORM, SQLAlchemy, Hibernate, Dapper, Sequelize.
Data Science & ML
  • LANG: Python, R, SQL, Julia;
  • DATA: Pandas, NumPy, SciPy, Polars, Modin;
  • VIZ: Matplotlib, Seaborn, Plotly, Bokeh, Tableau, Power BI;
  • ML: Scikit-learn, XGBoost, LightGBM, CatBoost, Statsmodels;
  • DL: TensorFlow, PyTorch, Keras, JAX;
  • BIG-DATA: Apache Spark, Hadoop, Dask, Apache Flink, Presto;
  • MLOPS: MLflow, Kubeflow, DVC, TFX, Weights & Biases.
  • AGENTIC: Langraph

๐Ÿ› ๏ธ Skills List Educational Projects

๐Ÿ”ฌ Foundational Science

Engineer foundation

  • Physics: Classical Mechanics, Electromagnetism, Thermodynamics.
  • Mathematics: Calculus, Applied Mathematics (Ordinary Differential Equations and Partial Differential Equations).
  • Statistics: Mathematical Statistics, Regression Analysis, Time Series Modeling.

๐Ÿ—๏ธ Civil Engineering

Design, Plan, Management, and Development of Infrastructure Projects

  • Structural: Buildings, Bridges, Tunnels, Dams.
  • Transport: Roads, Railways, Airports, Ports.
  • Water: Supply, Treatment, and Flood Mitigation.
  • Geo-Technical: Foundation, Underground Excavation, Retaining Walls, and Slopes.
  • Environmental: Solid Waste, Air and Water Pollution, EIA, and Remediation.

๐Ÿ“ˆ Capital Markets

Investment Banker, Private Equity, Venture Capital Analyst, and Portfolio Manager

  • Corporate Finance: Accounting, Corporate Finance, Financial Planning and Analysis.
  • Economy: Macroeconomics.
  • Finance: Financial Modeling, Project Finance, Valuation, M&A, Research, and Accounting.
  • Math: Numerical Analysis, Probability Theory, Stochastic Calculus, and Game Theory.
  • Stats: Mathematical Statistics, Regression Analysis, and Time Series Modeling.
  • Quantitative Finance: Asset Pricing Theory, Options Pricing, Futures and Derivatives, Equity Investment, Fixed Income.
  • IB/PE/VC: Market Research and Analysis, Financial Modeling / Project Finance, Due Diligence, ECM/DCM, Intangible Asset Pricing.
  • Asset Management: Asset Pricing, Risk Management, Modern Portfolio Allocation Theory.

๐Ÿ“ฑ Product and Design

Design Thinking

Product Manager
  • Product: Design Thinking, Product Management, Kanban, and Agile Management Methodologies.
  • Marketing: Digital Marketing, Google Analytics, Sales B2B.

๐Ÿ’ป Computer Science

Software Engineer: LAMP+MERN (Data Structures, Algorithms, Machine Learning, Deep Learning and Agentic AI)

  • DevOps: SCRIPT (Linux/Bash, VBA, Python), VC/CI (GitHub, GitHubActions), CONT (Docker), CLOUD (Google Cloud), MONIT (ongoing).
  • Back-End: SYS (C, C++), LANG (ongoing), FRAME (Django, ongoing), WEBSRVS (ongoing), API (ongoing), AUTH (ongoing), TESTING (ongoing).
  • Front-End: MARK (Html, Css), LANG (ongoing), FRAME (ongoing).
  • Database: QUERY (Sql), REL. DB (ongoing), GRAPH (ongoing).
  • Data Science & ML: DATA-FRAME (Pandas, NumPy), ML-FRAME (ongoing), DL-FRAME (ongoing), BIG-DATA (ongoing).

๐Ÿ—ฃ๏ธ Soft Skills

More...

Radar Chart (Mermaid)
    radar-beta
  axis m["Math"], s["Science"], e["English"]
  axis h["History"], g["Geography"], a["Art"]
  curve a["Alice"]{85, 90, 80, 7, 75, 9}
  curve b["Bob"]{70, 75, 5, 80, 90, 85}
     
                            
List (1 to 5)
  • Logic (3): Data, Quantitative and Analytical; Critical thinking and problem-solving
  • Team (4): Leadership and Teamwork; Interpersonal and Communication
  • Sales (4): Negotiation
  • Self Organisation (3): Lean thinking; Hands-on

๐ŸŒŽ Languages and Citizenship

More...

Professional Languages
  • Portuguese: (Native)
  • English: Advanced (C1)
  • Spanish: Advanced (B2)
  • Deutsche: Beginner (A1)
Other Conversational/Basic:
  • Galego: Intermediate (A2)
  • Catalรกn, French and Italian (Basic Knowledge)
Citizenship:

Brazilian Citizenship, Spanish Citizenship

Work Permits:

Brazil (Brazilian Citizenship), Portugal (CPLP), Spain (Work Visa), EU (Spanish Citizenship)


CONTACT

Name Diego Nepomuceno Marcos
Email me@diegonmarcos.com
LinkedIn https://linkedin.com/in/diegonmarcos
Age July/1987 (38 years)
Location Berlin / DE
Linktree https://linktree.diegonmarcos.com

๐Ÿ”— Linktree

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