About Me
Hello, I'm Alwin, a second-semester undergraduate student at Universitas Indonesia. I have broad interests across multiple fields because I believe interdisciplinary approaches can drive innovation and new solutions.
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. I welcome any feedback or peer review if you find any mistakes or areas for improvement.
faster-wow-doing@duck.com South Jakarta, DKI Jakarta, Indonesia
Research Interests
My research covers topics such as:
Selected Publications
-
A Friendly Introduction to Linear Algebra (June 2025)
[Book]
Abstract: An introductory-level textbook in Indonesian that offers an intuitive approach to linear algebra. Covers systems of linear equations, vectors, vector spaces, matrices, and elementary row operations (ERO), with simple explanations and real-life analogies. Collaboration with Sahira AK.
-
A Conceptual Overview of Perelman’s Entropy Formula in Ricci Flow Dynamics (September 2025)
[Literature Review]
Abstract: This report reviews Perelman’s 2002 paper on the entropy formula for Ricci flow, outlining the entropy functional W, reduced volume \tilde{V}, and their monotonicity. Key results like the “No Breathers” and “No Local Collapsing” theorems are explained, showing how Perelman’s approach advanced Hamilton’s program toward proving the Geometrization Conjecture.
-
FOH-1: Front-Only Hardening for Obscuring API Keys in Serverless Frontends (September 2025)
[Research Paper]
Abstract: FOH-1 (Front-Only Hardening) raises the cost of abusing browser-shipped secrets without claiming server-level secrecy. It combines AES-256-GCM sealing, shard-based runtime key reconstruction, JIT decryption, buffer zeroization, light anti-debugging, and deployment-bound ciphertext, with a pure-frontend reference and test plan. Collaboration with Sahira AK.
-
What Is Protein Folding and Why Is It NP-Hard (June 2025)
[Research Paper]
Abstract: An analysis of the computational complexity of protein folding, focusing on the NP-hardness of structure prediction using the HP lattice model and its implications for computational biology. Collaboration with Sahira AK.
-
A Deterministic Polynomial-Time Approach to SAT (May 2025)
[Research Proposal]
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 roadmap to find a polynomial-time solution for SAT, which would prove P equals NP.
-
The P vs NP Problem (May 2025)
[Research Proposal]
Abstract: A comprehensive analysis and potential solution approaches for one of the most fundamental problems in computer science. Keywords: P vs NP, Computational Complexity, Theoretical Computer Science.
-
XSPC-256: A Privacy-Centric Frontend Encryption Protocol (May 2025)
[Research Proposal]
Abstract: An innovative encryption protocol for frontend applications with deterministic key derivation and probabilistic obfuscation.
-
Teknologi Blockchain dan Cryptocurrency (May 2025)
[Research Proposal]
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]
Abstract: A mathematical framework combining Lagrangian relaxation with boundary analysis to address discrete-continuous resource allocation optimization problems in logistics, manufacturing, telecommunications, and finance.
-
Keunggulan Mahasiswa FEB dalam Menciptakan Peluang Keuangan (February 2025)
[Research Proposal]
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]
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]
Abstract: A comprehensive exploration of problem reduction theory in computational complexity, examining fundamental principles, reduction techniques, and their applications in algorithm design and complexity analysis.
-
Comparison of Current Narrow AI Systems and Hypothetical Artificial General Intelligence (July 2025)
[Research Paper]
Abstract: This paper analyzes the gap between current narrow AI (ANI) and the concept of AGI, highlighting key differences in generality, autonomy, and understanding. It discusses architectural needs, limitations of current systems, benchmarks for AGI, and alignment challenges.
-
How Shor’s Algorithm Breaks Modern Cryptography (June 2025)
[Research Paper]
Abstract: Explains how Shor’s quantum algorithm threatens RSA and ECC by efficiently solving integer factorization and discrete logarithm problems, discusses quantum hardware progress, and the urgency of post-quantum cryptography.
-
Paradoks Afeksi: Mengurai Lintasan Cinta Pria dan Wanita dari Perspektif Evolusi, Neurobiologi, Kelekatan, dan Sosiologi (Juni 2025)
[Research Paper]
Abstrak: Paper ini membahas perbedaan lintasan afeksi pria dan wanita dalam hubungan romantis dengan pendekatan evolusi, neurobiologi, kelekatan, dan sosiologi. Disajikan model multifaktorial dan kurva afeksi untuk pemahaman yang lebih holistik.
-
Understanding the Obstacles to Proving P is not Equal to NP From Relativization to Algebraization and Beyond (June 2025)
[Research Paper]
Abstract: This paper explains why proving P ≠ NP is so difficult, focusing on formal barriers such as Relativization, Natural Proofs, and Algebraization. It provides intuitive explanations and mathematical sketches to help readers understand why this fundamental question remains unresolved.
-
The Influence of Early Childhood Experiences on Long-term Psychological and Emotional Development (August 2025)
[Research Paper]
Abstract: Caregiving responses in early childhood shape brain development and long-term mental health. This paper maps how small, daily interactions influence psychological outcomes, based on a synthesis of neuroscience and developmental research. Supportive responses build resilience, while negative ones increase risks of anxiety and depression. A practical framework is proposed for caregivers.