Peer-reviewed clinical & agricultural studies, CERN Zenodo open-science repositories, autonomous AI agent architectures, and assistive technology deep-dives by Rudra Sarker.
Nationwide empirical study across 795 commercial poultry farms in 35 districts of Bangladesh published in Elsevier's Journal of Ethnopharmacology (Impact Factor: 6.8, CiteScore: 11.2). Documents verified 43.6% reduction in synthetic antimicrobial dependence.
Permanent digital preservation of 10 flagship AI, edge computing, mental health, and educational frameworks on CERN Zenodo. Features immutable Concept DOIs, DataCite indexing, and verified FAIR software principles.
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Formally published empirical studies, clinical machine learning, and control theory papers in international Q1 journals and conferences.
A nationwide empirical study across 795 poultry farms in 35 districts of Bangladesh published in Elsevier's Journal of Ethnopharmacology — revealing a 43.6% within-group reduction in antibiotic use, improved FCR, and key food safety insights.
A two-stage reinforcement learning framework for energy-aware null-space control of omnidirectional UAVs — from SAC RL expert to lightweight XGBoost oracle with R²=0.99 fidelity at 0.057ms inference.
A clinical machine learning framework classifying upper-extremity rehabilitation activities from wearable IMU sensor data, achieving 92.5% accuracy under leave-one-subject-out validation.
Flagship research software repositories permanently preserved with immutable Concept DOIs, DataCite schemas, and FAIR reproducibility standards.
Ensuring permanent software reproducibility across 10 flagship repositories with immutable Concept DOIs, CERN distributed archival storage, and DataCite-compliant academic citation schemas.
Bringing o1/DeepSeek-R1 style reasoning to commodity hardware: Monte Carlo Tree Search, dynamic KV-cache pruning, and INT8/INT4 quantization with verified CERN Zenodo Concept DOI.
An open-source digital twin simulation platform with agent-based modeling, PyTorch ML, Three.js 3D visualization, IoT ingestion, distributed computing, and a plugin marketplace. 82 files, 9000+ lines.
An open-source Python framework combining local GraphRAG memory, auto skill generation, multi-agent orchestration, and sandboxed code execution via Ollama and LiteLLM.
A specialized developer tool that audits AI-generated code for security vulnerabilities, hallucinations, license compliance, and phantom dependencies before merging into production.
An offline-capable Progressive Web App providing interactive career roadmaps, 870+ structured curriculum nodes, skill radars, and interview prep aligned with UN SDG 4.
An open-source AI text humanizer featuring a 4-layer linguistic pipeline, 13 AI providers, 500+ synonym swaps, 12-metric detection scoring, and 16+ supported languages.
How I built an open-source mental health platform with clinical psychometric assessments (PHQ-9, GAD-7), on-device sentiment tracking, zero telemetry, and multilingual support.
A deep look into MindWell's updated architecture, client-side encryption protocols, community-contributed exercises, and offline-first PWA infrastructure.
An edge AI framework simulating 11 IoT devices, real-time statistical anomaly detection with multi-agent intelligence, and autonomous decisions — completely local, zero cloud.
How I built ScienceLab 3D — a free, open-source browser STEM platform with 40+ interactive 3D laboratory simulations in Physics, Chemistry, Biology & Mathematics.
Technical deep-dive into SightlineAI — wearable smart glasses providing edge computer vision, real-time depth estimation, and spatial audio feedback for the visually impaired.
Hardware systems, sensor gloves, smart eyewear, and control algorithms engineered for accessibility, healthcare, and education.
How our team from SUST built a sensor-instrumented smart glove translating sign language gestures to real-time speech — winning national recognition and SUST Innovation Hub funding.
Exploring interactive 3D science education with Three.js and WebGL — making abstract scientific phenomena, atomic structures, and physics mechanics tangible for students.
From drones hovering in wind shear to robotic arm kinematics and industrial temperature loops: understanding the mathematical elegance and real-world implementation of PID control.
A curated, open-access directory of 73+ verified sign language datasets covering 28 sign systems, complete with sensor modalities, camera setups, and benchmark baselines.
Production CLIs, static security analyzers, network simulators, and AI benchmarking tools built for the developer community.
A privacy-focused CLI assistant that translates natural language into verified shell commands, audits bash scripts for safety, and works across 7 major LLM backends.
A fast, dependency-free static analysis scanner running in your terminal to catch security misconfigurations, credential leaks, and complexity hotspots across 12 languages.
Automating open-source repository maintenance: standardized issue templates, automated release drafting, contributor onboarding, and CI hygiene validation.
An educational project exploring packet inspection, TCP handshake dynamics, rate-limiting algorithms, and defensive cybersecurity research in Python.
Rewriting traffic analysis in Go: leveraging goroutine-based concurrency and channels to simulate thousands of concurrent HTTP/TCP client requests with minimal overhead.
An expansive tour across 20+ active GitHub repositories: architectural rationales, tech stack choices, release milestones, and open-source contribution roadmaps.
A deep benchmarking session evaluating GLM-5 Turbo on complex architectural refactoring, full-stack scaffolding, and edge-case resolution compared to Claude and GPT-4o.
Hands-on findings from testing automated coding plans generated by frontier Chinese open-weights models on production multi-file Python and React repositories.
Television interviews, national newspaper features, global competition journeys, and hardware retrospectives.
Nosian Magazine profiles Rudra Sarker in an exclusive investigative story on Z.ai ambassadors, open-weights GLM models, organizing hackathons at SUST, and empowering developers across the Global South.
A curated archive of television broadcasts, national newspaper features, and online journalism documenting Team SignTalk's innovations and student engineering milestones.
How Team SignTalk represented SUST on the global stage as semifinalists at Rice University's prestigious international health technology design challenge.
Pitching to university leadership, proving technical feasibility, and securing competitive prototype funding to transition from lab breadboard to field-ready hardware.
Remember those retro phone stickers that flashed during incoming calls? An engineering breakdown of how passive RF induction and LC resonant circuits worked with zero batteries.