The Scholarly Codex

Published Papers

Peer-reviewed research and technical monographs detailing cryptographic validation, agentic pipelines, and software telemetry.

IEEE Conference Publication•June 2026•Paper 01

PAPERGEN

AI Research Paper Generator with IEEE Format Export

Abstract

Autonomously generates properly structured IEEE technical research papers from a user-specified topic. Synthesizes relevant literature by querying the Semantic Scholar API, builds a local Retrieval-Augmented Generation (RAG) context, and directs a local LLaMA 3.1 model via prompt chaining to sequentially draft methodology, related work, and technical analyses. Automatically builds and formats comparison charts, diagrams, and section tables via Matplotlib, exporting publication-ready DOCX and PDF manuscripts.

Key Contributions

  • ✦Designed a 4-tier Cascading RAG pipeline ingesting real academic paper abstracts to ground generation.
  • ✦Implemented sequential prompt-chaining to maintain technical coherence across complex document segments.
  • ✦Built an automated compilation engine formatting output to exact IEEE conference typographic guidelines.

Primary Stack

  • Ollama
  • LLaMA 3.1
  • Semantic Scholar RAG
  • Python Flask
  • Matplotlib
  • python-docx
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IEEE Conference Publication•May 2026•Paper 02

PAGERANKER

Parallel vs Serial PageRank Performance Analysis

Abstract

Examines the performance characteristics of the PageRank algorithm through comparative serial and parallel implementations in Go. Investigates concurrency speedups using goroutines and synchronization primitives (sync.WaitGroup, channels) across standard benchmark datasets including Web-Google and Web-Stanford. Evaluates computational scalability from 2 to 12 workers, detailing memory access bottleneck limitations and hardware thread coordination overheads in parallel graph analytics.

Key Contributions

  • ✦Engineered a concurrent graph-processing pipeline in Go using goroutines and static node chunking partition.
  • ✦Conducted extensive scalability profiling from 2 to 12 workers on large web graph topologies (Web-Google, Web-Stanford).
  • ✦Quantified parallel synchronization overheads and memory cache bottlenecks, achieving up to 2.40x speedup.

Primary Stack

  • Go
  • Goroutines
  • sync.WaitGroup
  • Graph Algorithms
  • PageRank
  • Performance Profiling
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IEEE Conference Publication•March 2026•Paper 03

1-CARD

Zero-Knowledge Identity Verification Protocol

Abstract

A zero-knowledge cryptographic protocol enabling users to verify their identity (Aadhaar, Passport, driving license) to verifying institutions without exposing raw personally identifiable information (PII). Stores encrypted document hashes on IPFS and maintains ownership registry via Solidity smart contracts on Polygon PoS. Utilizes client-side cryptographic challenges to verify ownership of public-key signatures, eliminating central database data-leak vulnerabilities.

Key Contributions

  • ✦Developed client-side cryptographic challenge-response signature checks to prevent identity spoofing.
  • ✦Engineered gas-optimized smart contracts on Polygon PoS managing decentralised document registries.
  • ✦Created a zero-knowledge validation workflow removing intermediaries from credential checking.

Primary Stack

  • Solidity
  • Polygon PoS
  • IPFS
  • Hardhat
  • Next.js
  • Web3.js
  • Cryptography
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