About Me

Alwin Profile Photo

Hello, I'm Alwin, a second-semester undergraduate student at Universitas Indonesia. I have broad interests across multiple fields because I believe interdisciplinary approaches [...]

In the Research Interests section, you can see the topics I'm currently exploring. Below is a list of papers and research projects I have worked on. [...]

faster-wow-doing@duck.com South Jakarta, DKI Jakarta, Indonesia

Research Interests

My research covers topics such as:

Computer Science & AI Mathematics Economics Medical Science Psychology Engineering

Selected Publications

  • A Friendly Introduction to Linear Algebra (June 2025)
    [Book]
    Alwin Sahira AK

    Abstract: An introductory-level textbook in Indonesian that offers an intuitive approach to linear algebra. Covers systems of linear equations, vectors, ve[...]

  • A Conceptual Overview of Perelman's Entropy Formula in Ricci Flow Dynamics (September 2025)
    [Literature Review]
    Alwin

    Abstract: This report reviews Perelman's 2002 paper on the entropy formula for Ricci flow, outlining the entropy functional W, reduced volume \tilde{V}, [...]

  • FOH-1: Front-Only Hardening for Obscuring API Keys in Serverless Frontends (September 2025)
    [Research Paper]
    Alwin Sahira AK

    Abstract: FOH-1 (Front-Only Hardening) raises the cost of abusing browser-shipped secrets without claiming server-level secrecy. It combines AES-256-GCM se[...]

  • What Is Protein Folding and Why Is It NP-Hard (June 2025)
    [Research Paper]
    Alwin Sahira AK

    Abstract: An analysis of the computational complexity of protein folding, focusing on the NP-hardness of structure prediction using the HP lattice model an[...]

  • Succinct Betti-2 Positivity and Its Complexity (Dec 2025)
    [Research Proposal]
    Alwin

    Abstract: No Description.

  • A Deterministic Polynomial-Time Approach to SAT (May 2025)
    [Research Proposal]
    Alwin

    Abstract: This paper explores the P vs. NP problem through the Boolean Satisfiability Problem (SAT). It reviews current methods, discusses new approaches, and provides a research ro[...]

  • The P vs NP Problem (May 2025)
    [Research Proposal]
    Alwin

    Abstract: A comprehensive analysis and potential solution approaches for one of the most fundamental problems in computer science. Keywords: P vs NP, Compu[...]

  • XSPC-256: A Privacy-Centric Frontend Encryption Protocol (May 2025)
    [Research Proposal]
    Alwin

    Abstract: An innovative encryption protocol for frontend applications with deterministic key derivation and probabilistic obfuscation.

  • Teknologi Blockchain dan Cryptocurrency (May 2025)
    [Research Proposal]
    Alwin

    Abstrak: Studi komprehensif tentang teknologi blockchain, sistem cryptocurrency, aspek keamanan, aplikasi, dan potensi ekonomi.

  • Discrete-Continuous Resource Distribution Optimization via Lagrange Relaxation and Boundary Analysis (May 2025)
    [Article]
    Alwin

    Abstract: A mathematical framework combining Lagrangian relaxation with boundary analysis to address discrete-continuous resource allocation optimization p[...]

  • Keunggulan Mahasiswa FEB dalam Menciptakan Peluang Keuangan (February 2025)
    [Research Proposal]
    Alwin

    Abstrak: Analisis keunggulan mahasiswa ekonomi dalam menciptakan peluang keuangan melalui pendidikan, jaringan, dan digitalisasi.

  • Complexity Calculus: Geometric-Entropic Framework for P vs NP (February 2025)
    [Research Proposal]
    Alwin

    Abstract: A novel geometric-entropic mathematical framework to approach the P vs NP conjecture through complexity calculus.

  • Problem Reduction in Computational Complexity: Foundations, Techniques, and Applications (February 2025)
    [Research Proposal]
    Alwin

    Abstract: A comprehensive exploration of problem reduction theory in computational complexity, examining fundamental principles, reduction techniques, and [...]

  • Comparison of Current Narrow AI Systems and Hypothetical Artificial General Intelligence (July 2025)
    [Research Paper]
    Alwin

    Abstract: This paper analyzes the gap between current narrow AI (ANI) and the concept of AGI, highlighting key differences in generality, autonomy, and und[...]

  • How Shor's Algorithm Breaks Modern Cryptography (June 2025)
    [Research Paper]
    Alwin

    Abstract: Explains how Shor's quantum algorithm threatens RSA and ECC by efficiently solving integer factorization and discrete logarithm problems, discu[...]

  • Paradoks Afeksi: Mengurai Lintasan Cinta Pria dan Wanita dari Perspektif Evolusi, Neurobiologi, Kelekatan, dan Sosiologi (Juni 2025)
    [Research Paper]
    Alwin

    Abstrak: Paper ini membahas perbedaan lintasan afeksi pria dan wanita dalam hubungan romantis dengan pendekatan evolusi, neurobiologi, kelekatan, dan sosio[...]

  • Understanding the Obstacles to Proving P is not Equal to NP From Relativization to Algebraization and Beyond (June 2025)
    [Research Paper]
    Alwin

    Abstract: This paper explains why proving P ≠ NP is so difficult, focusing on formal barriers such as Relativization, Natural Proofs, and Algebraization.[...]

  • The Influence of Early Childhood Experiences on Long-term Psychological and Emotional Development (August 2025)
    [Research Paper]
    Alwin

    Abstract: Caregiving responses in early childhood shape brain development and long-term mental health. This paper maps how small, daily interactions influe[...]

News and Updates

September 2025: Released FOH-1, a collaboration introducing a hardened frontend approach for protecting API keys.
August 2025: Published a developmental psychology paper detailing how early caregiving shapes long-term outcomes.
July 2025: Added an analysis comparing current Narrow AI systems with hypothetical AGI capabilities.
June 2025: Shared new work on quantum cryptography, the affection paradox, obstacles to proving P ≠ NP, an introductory linear algebra book, and the complexity [...]
May 2025: Released proposals on SAT, P vs NP, frontend encryption, blockchain, and resource optimization.
February 2025: Presented proposals on student finance, complexity calculus, and problem reduction.

© 2025 Alwin's Scholarly Archive. Last Updated: 2025.