Koushik Biswas Arko

Research-Focused Computer Scientist | Machine Learning & AI Specialist
Dhaka, BD.

About

A highly research-driven Computer Science and Engineering undergraduate with a prolific publication record in machine learning, explainable AI, computer vision, and IoT. Demonstrates a proven ability to lead research initiatives and contribute to impactful projects in health, climate resilience, and intelligent sensing, aiming for a career in academia and advanced applied R&D.

Work

Applied Intelligence and Informatics Lab (AIIL)
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Research Assistant

Dhaka, Dhaka, Bangladesh

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Summary

Contributed to advanced research in applied intelligence and informatics, focusing on developing and implementing AI-driven solutions for complex real-world problems.

Highlights

Developed and implemented deep learning models for diverse applications, including early disease detection (diabetes, blood cell classification) and environmental monitoring (flood prediction).

Authored and co-authored multiple research papers published in IEEE and Springer, showcasing expertise in transformer-based frameworks, hybrid attention models, and explainable AI.

Conducted extensive data analysis and rigorous experimental validation, ensuring the robustness and interpretability of complex AI systems.

Collaborated with senior researchers on projects involving IoT-based smart systems and novel computational methodologies, significantly enhancing project outcomes and publication quality.

Neural Engineering, Data Analytics & Applied Science (NEDAAS) Lab
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Research Team Lead

Dhaka, Dhaka, Bangladesh

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Summary

Led interdisciplinary research initiatives in machine learning, explainable AI, and computer vision, guiding project execution and contributing to significant advancements in health and environmental sensing.

Highlights

Directed multidisciplinary research projects in explainable AI, computer vision, and IoT, contributing to 20+ peer-reviewed publications in IEEE and Springer.

Spearheaded the development of novel ML and vision-based systems for critical applications in health diagnostics, climate resilience, and intelligent sensing.

Mentored junior researchers in experimental design, data analysis, and scientific writing, fostering a collaborative and high-impact research environment.

Managed project timelines and resource allocation, ensuring timely completion of research milestones and successful publication outcomes.

Volunteer

BASIS Students' Forum AIUB Chapter
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Executive

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Summary

Served as an Executive member, contributing to strategic planning and execution of student-focused initiatives to foster innovation and skill development.

AIUB Computer Club
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General Member

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Summary

Actively participated in club activities, promoting computer science education and facilitating technical events for students.

AIUB Computer Club
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Volunteer

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Summary

Volunteered for AIUB CS Fest 2024, assisting with event organization and participant support.

AIUB Competitive Programmers' Community
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Volunteer

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Summary

Volunteered for the Intra AIUB Programming Contest – 2024, supporting event logistics and participant coordination.

Notre Dame College Clubs
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General Member

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Summary

Active member of Science Club, Information Technology Club, Math Club, and Chess Club, contributing to various educational and competitive events.

Notre Dame Natya Dal, Notre Dame College
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Volunteer

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Summary

Volunteered for the 10th National Drama Carnival: The Rejuvenation, contributing to event success.

Notre Dame Information Technology Club
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Volunteer

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Summary

Volunteered for NDITC_init 2019, assisting with event setup and participant engagement.

Education

American International University-Bangladesh
Dhaka, Dhaka, Bangladesh

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B.Sc.

Computer Science and Engineering

Grade: 3.79/4.00

Courses

Major: Information Systems

Thesis: Generative Adversarial Networks (GAN) (Ongoing)

Notre Dame College, Dhaka
Dhaka, Dhaka, Bangladesh

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Higher Secondary Certificate (HSC)

Science

Grade: 5.00/5.00

Kushtia Zilla School
Kushtia, Khulna, Bangladesh

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Secondary School Certificate (SSC)

Science

Grade: 5.00/5.00

Awards

Finalist (Top 20), Future Builders: AI-Driven Cognitive Innovation Hackathon

Awarded By

IEEE NSU Student Branch

Recognized as a top 20 finalist in an AI-driven cognitive innovation hackathon.

Finalist (National Round), Microsoft Office Specialist Championship

Awarded By

vTutor in collaboration with AIUB Computer Club

Achieved finalist status in the national round of the Microsoft Office Specialist Championship.

Dean's List / Honorable Mention

Awarded By

American International University-Bangladesh

Awarded for outstanding academic performance in the Faculty of Science & Technology during Fall 2023-24.

Award for Excellent Performance, Science Poster Contest

Awarded By

Department of Physics, AIUB

Received for excellent performance in the Science Poster Contest during Spring 2022-23.

Best Volunteer Award

Awarded By

Notre Dame Natya Dal, Notre Dame College

Recognized as the Best Volunteer at the 10th National Drama Carnival.

Participant, World Ozone Day Quiz

Awarded By

South Asian Meteorological Association (SAMA) & Dept. of Science & Technology, India

Participated in the World Ozone Day Quiz.

SSC Math MCQ Star

Awarded By

Udvash-Unmesh

Achieved recognition for outstanding performance in Mathematics.

Participant, 17th Bangladesh Mathematical Olympiad (Regional)

Awarded By

BdMO

Participated in the regional round of the 17th Bangladesh Mathematical Olympiad, Secondary Level.

First Place – Science Project, Astro Olympiad

Awarded By

Kushtia Science Society (KSS)

Awarded first place in the Science Project category at the Astro Olympiad.

Participant, Astro Olympiad

Awarded By

Kushtia Science Society (KSS)

Participated in the Astro Olympiad.

Publications

BRRD-Net: A transformer-based framework for region-specific romanized bangla dialect detection using pretrained embeddings and prototype learning

Published by

IEEE

Summary

Developed a transformer-based framework for region-specific Romanized Bangla dialect detection using pretrained embeddings and prototype learning at ICECTE 2026.

TriFusionNode: A hybrid attention-ensemble framework for multi-task smartphone rating and price prediction

Published by

IEEE

Summary

Presented a hybrid attention-ensemble framework for multi-task smartphone rating and price prediction at ICECTE 2026.

Capturing dialectal variation in code-mixed banglish through multi-task transformers

Published by

IEEE

Summary

Explored capturing dialectal variation in code-mixed Banglish using multi-task transformers at IEEE WIECON-ECE 2025.

Topic modeling violence against women in bangladesh news: A comparative approach with lda, top2vec, and bertopic

Published by

IEEE

Summary

Applied topic modeling to analyze violence against women in Bangladesh news using LDA, Top2Vec, and BERTopic at IEEE WIECON-ECE 2025.

Integrating global and local explainability in machine learning and deep learning for drought forecasting of bangladesh

Published by

IEEE

Summary

Integrated global and local explainability in ML/DL for drought forecasting in Bangladesh at ICCIT 2025.

Machine learning for risk-based authentication: Pes-guided model selection in zero trust environments

Published by

IEEE

Summary

Applied machine learning for risk-based authentication with PES-guided model selection in zero-trust environments at ICCIT 2025.

The role of microbiome diversity in antimicrobial resistance and public health challenges in bangladesh

Published by

Gazipur Agricultural University

Summary

Investigated the role of microbiome diversity in antimicrobial resistance and public health challenges in Bangladesh.

Assessing maternal and child health outcomes using BDHS data: Determinants and policy implications

Published by

Gazipur Agricultural University

Summary

Assessed maternal and child health outcomes using BDHS data, focusing on determinants and policy implications.

Ai and remote sensing for yield prediction and crop health monitoring in bangladesh

Published by

Gazipur Agricultural University

Summary

Utilized AI and remote sensing for yield prediction and crop health monitoring in Bangladesh.

Nutritional transition and non-communicable disease risk in urban bangladesh: A cross-sectional analysis

Published by

Gazipur Agricultural University

Summary

Conducted a cross-sectional analysis on nutritional transition and non-communicable disease risk in urban Bangladesh.

Ai-driven predictive models for flood forecasting and disaster management in bangladesh

Published by

Gazipur Agricultural University

Summary

Developed AI-driven predictive models for flood forecasting and disaster management in Bangladesh.

Renewable energy integration and smart grid optimization for sustainable power supply in bangladesh

Published by

Gazipur Agricultural University

Summary

Focused on renewable energy integration and smart grid optimization for sustainable power supply in Bangladesh.

Application of nanomaterials for affordable and clean water purification in coastal bangladesh

Published by

Gazipur Agricultural University

Summary

Explored the application of nanomaterials for affordable and clean water purification in coastal Bangladesh.

Climate-resilient rice varieties: Genetic and agronomic strategies for food sustainability

Published by

Gazipur Agricultural University

Summary

Investigated genetic and agronomic strategies for climate-resilient rice varieties to enhance food sustainability.

Microplastic contamination in river systems of bangladesh: Sources, pathways, and mitigation strategies

Published by

Gazipur Agricultural University

Summary

Analyzed microplastic contamination in Bangladesh's river systems, identifying sources, pathways, and mitigation strategies.

Developing climate-resilient rice genotypes: Through CRISPR-Cas9-mediated gene editing for enhanced salinity and submerged tolerance

Published by

Gazipur Agricultural University

Summary

Focused on developing climate-resilient rice genotypes using CRISPR-Cas9 for enhanced salinity and submerged tolerance.

Sustainable soil and water management practices for enhancing agricultural productivity in bangladesh

Published by

Gazipur Agricultural University

Summary

Examined sustainable soil and water management practices for enhancing agricultural productivity in Bangladesh.

Smart IoT-based energy monitoring systems for reducing power wastage in urban bangladesh

Published by

Gazipur Agricultural University

Summary

Developed smart IoT-based energy monitoring systems to reduce power wastage in urban Bangladesh.

Promoting plant-based solutions for food security and environmental sustainability in bangladesh

Published by

Gazipur Agricultural University

Summary

Explored promoting plant-based solutions for food security and environmental sustainability in Bangladesh.

Satellite-based monitoring of land use change and its effects on biodiversity in bangladesh

Published by

Gazipur Agricultural University

Summary

Conducted satellite-based monitoring of land use change and its effects on biodiversity in Bangladesh.

Predictive analytics for vector-borne disease outbreaks: A dengue case study in bangladesh

Published by

Gazipur Agricultural University

Summary

Applied predictive analytics to study vector-borne disease outbreaks, with a focus on dengue in Bangladesh.

Integrating green infrastructure for urban sustainability and climate adaptation in dhaka

Published by

Gazipur Agricultural University

Summary

Focused on integrating green infrastructure for urban sustainability and climate adaptation in Dhaka.

Climate change and its impact on agricultural productivity: A machine learning-based prediction model for bangladesh

Published by

Gazipur Agricultural University

Summary

Developed a machine learning-based prediction model to assess climate change impact on agricultural productivity in Bangladesh.

An integrated multisensor and LSTM-based deep learning storm sewer system for real-time flood risk prediction and mitigation

Published by

Springer Proceedings in Physics

Summary

Developed an integrated multisensor and LSTM-based deep learning system for real-time flood risk prediction and mitigation at Green Technologies and Applications.

BrainXAI-Net: An interpretable neural framework for spectro-temporal eeg emotion recognition

Published by

IEEE

Summary

Developed BrainXAI-Net, an interpretable neural framework for spectro-temporal EEG emotion recognition at BECITHCON 2025.

Empirical comparison of transformer architectures for binary classification using a multi-metric framework balancing predictive accuracy and computational efficiency

Published by

Springer LNNS

Summary

Conducted an empirical comparison of transformer architectures for binary classification, balancing accuracy and computational efficiency at TCCE.

Linking urban growth and vector-borne diseases: A geospatial study of dengue hotspots in metropolitan bangladesh

Published by

University of Rajshahi

Summary

Performed a geospatial study of dengue hotspots in metropolitan Bangladesh, linking urban growth and vector-borne diseases at ICGSDG.

From black box to bedside: Explainable machine learning and the clinical uptake of diagnostic support systems

Published by

IEEE

Summary

Discussed explainable machine learning and its clinical uptake in diagnostic support systems at BECITHCON 2025.

CBiG: A deep learning-based hybrid model for early diabetes detection with explainable ai

Published by

Springer

Summary

Introduced a deep learning-based hybrid model for early diabetes detection with explainable AI at TEHI 2025.

CBC-ViT: Blood cell type classification using a hybrid convolutional multi-head attention vision transformer with explainable ai

Published by

IEEE

Summary

Proposed a hybrid convolutional multi-head attention vision transformer for blood cell type classification with explainable AI at BECITHCON 2025.

Heavy metals on the plate: Soil-to-vegetable contamination and health risk in bangladesh

Published by

CUET

Summary

Investigated soil-to-vegetable contamination by heavy metals and associated health risks in Bangladesh at ICPSDT-2025.

SmartParkX: A real-time iot-based smart parking system with rfid authentication, infrared slot monitoring, and web-controlled gate automation

Published by

IEEE

Summary

Presented a real-time IoT-based smart parking system with RFID authentication and web-controlled gate automation at COMPAS 2025.

A hybrid MLP-XGBoost architecture for pairwise product comparison using multimodal features

Published by

Springer

Summary

Presented a hybrid MLP-XGBoost architecture for pairwise product comparison using multimodal features at AII 2025.

Magnostromnet: A dual-stream attention-based deep learning framework for predicting power grid disruption risk from solar storm events

Published by

IEEE

Summary

Developed Magnostromnet, a dual-stream attention-based deep learning framework for predicting power grid disruption risk from solar storm events at ICSC 2025.

BRRD: A transformer-based approach for region-specific dialect detection in banglish using pretrained embeddings

Published by

Eastern University

Summary

Introduced BRRD, a transformer-based approach for region-specific dialect detection in Banglish using pretrained embeddings.

Rising child abuse in bangladesh: A four-year analysis of violence indicators and help-seeking patterns (2022-2025)

Published by

Barishal University Research Society

Summary

Conducted a four-year analysis of child abuse violence indicators and help-seeking patterns (2022-2025) in Bangladesh at BURS 1st National Youth Research Summit 2025.

Climate-resilient agriculture for nutrition and food security in bangladesh

Published by

University of Rajshahi

Summary

Focused on climate-resilient agriculture for nutrition and food security in Bangladesh at Building Inclusive Future: Society, Development and Governance in the 21st Century.

A comparative analysis of sandboxing and nested virtualization for malware analysis and threat detection

Published by

Taylor and Francis

Summary

Conducted a comparative analysis of sandboxing and nested virtualization for malware analysis and threat detection at BIM 2025.

A critical study on applications of differential equations in physics: Maxwell's equation and einstein's equation to black hole mechanics

Published by

AIP Conference Proceedings

Summary

Conducted a critical study on applications of differential equations in physics, including Maxwell's and Einstein's equations, at ICMAE'25.

Telemedicine and biomedical instrumentation in rural bangladesh

Published by

Dhaka Medical College

Summary

Examined telemedicine and biomedical instrumentation in rural Bangladesh at National BioMed Health ResearchCon (NBHRC) 2025.

Improving future safety with robotics in disaster management (dm) in bangladesh

Published by

Springer LNNS

Summary

Explored improving future safety with robotics in disaster management in Bangladesh at ICDAI-2025.

A prototype-based zero trust architecture for secure access control in enterprise networks

Published by

Springer LNNS

Summary

Developed a prototype-based zero trust architecture for secure access control in enterprise networks at ICDAI-2025.

DisasterX: An IoT-based robotic rover with ESP32-CAM for real-time disaster intervention

Published by

HSTU

Summary

Developed DisasterX, an IoT-based robotic rover with ESP32-CAM for real-time disaster intervention.

Scroll, swipe, repeat: The cognitive and social impact of short-form content on university students

Published by

MIST

Summary

Analyzed the cognitive and social impact of short-form content on university students at ICMEAS 2025.

Ai predicts mhd natural convection heat transport in square cavity having a horizontal fin

Published by

MIST

Summary

Investigated AI prediction of MHD natural convection heat transport in square cavities with horizontal fins at ICMEAS 2025.

An IoT-based seismic sensor network for earthquake prediction and early warning

Published by

HSTU

Summary

Developed an IoT-based seismic sensor network for earthquake prediction and early warning at IEEE Computer Society Bangladesh Chapter Summer Symposium 2025.

Advancing green software engineering practices in bangladesh: Progress, innovations, and sustainability

Published by

AIP Conference Proceedings

Summary

Explored progress, innovations, and sustainability in green software engineering practices in Bangladesh at CITIC 2025.

Silent suffering: Unveiling the hidden realities of cyberbullying against men

Published by

AIP Conference Proceedings

Summary

Investigated the hidden realities of cyberbullying against men through a critical study at CITIC 2025.

From knowledge to health: A study of literacy and lifestyle as predictors of dengue incidence in bangladesh

Published by

BRAC University

Summary

Studied literacy and lifestyle as predictors of dengue incidence in Bangladesh at International Biotechnology Conference 2025.

The impact of CAD software solutions on efficiency and sustainability in textile and apparel manufacturing

Published by

Bangladesh University of Textiles (BUTex)

Summary

Analyzed the impact of CAD software solutions on efficiency and sustainability in textile and apparel manufacturing at ICTSE-2025.

Revolutionizing textile design with AI: Smarter patterns, predictive insights, and sustainable manufacturing

Published by

Bangladesh University of Textiles (BUTex)

Summary

Explored revolutionizing textile design with AI for smarter patterns, predictive insights, and sustainable manufacturing at ICTSE-2025.

Projecting bangladesh's energy future: Forecasting gas, electricity, and consumption trends to 2030

Published by

SUST

Summary

Projected Bangladesh's energy future by forecasting gas, electricity, and consumption trends to 2030 at ICERIE 2025.

The trends and interrelationships of cybercrimes: Analyzing the decline of cyberbullying and the rise of other cybercrimes in recent years

Published by

SUST

Summary

Investigated trends and interrelationships of cybercrimes, focusing on cyberbullying and other cybercrimes, at ICERIE 2025.

Investigating the root causes of air pollution in dhaka: A statistical analysis using correlation heatmap

Published by

SUST

Summary

Conducted a statistical analysis using correlation heatmap to investigate the root causes of air pollution in Dhaka at ICERIE 2025.

The role of robotics in enhancing agricultural productivity and sustainability in bangladesh: A comprehensive analysis

Published by

Bangladesh Agricultural University

Summary

Provided a comprehensive analysis of the role of robotics in enhancing agricultural productivity and sustainability in Bangladesh at ICAMBE 2025.

Statistical analysis of bangladesh's rice production and rainfall trends from 2014-2023

Published by

Bangladesh Agricultural University

Summary

Performed a statistical analysis of Bangladesh's rice production and rainfall trends from 2014-2023 at ICAMBE 2025.

Exploring the impact of IT adoption on agricultural productivity and cost efficiency in bangladesh: A statistical analysis with correlation and regression

Published by

Bangladesh Agricultural University

Summary

Explored the impact of IT adoption on agricultural productivity and cost efficiency in Bangladesh using statistical analysis at ICAMBE 2025.

A mathematical perspective on urban-rural variations in thalassemia testing practices in bangladesh

Published by

BUET

Summary

Provided a mathematical perspective on urban-rural variations in thalassemia testing practices in Bangladesh at National Mathematics Conference 2024.

Comparative analysis of annual electricity and gas production trends in bangladesh: A decadal study

Published by

JUST

Summary

Conducted a decadal study on annual electricity and gas production trends in Bangladesh at ICETSD 2025.

Addressing cybercrime in bangladesh: A comprehensive analysis from 2018 to 2023

Published by

MBSTU

Summary

Conducted a comprehensive analysis of cybercrime in Bangladesh from 2018 to 2023 at ICALS 2025.

The climate dilemma: A study of the effects on onion production

Published by

MBSTU

Summary

Conducted a study on the effects of climate on onion production at ICALS 2025.

Geographic and demographic distribution of hemoglobinopathies in bangladesh: A comparative study among urban and rural populations by gender

Published by

IEOM

Summary

Conducted a comparative study on the geographic and demographic distribution of hemoglobinopathies in Bangladesh.

Cesarean section dynamics in bangladesh: Tradition, transition, and SDG-driven progress

Published by

PHFBD

Summary

Analyzed Cesarean section dynamics in Bangladesh, focusing on tradition, transition, and SDG-driven progress.

Analyzing the statistical association between bangladesh's jute production and rainfall trends from 2014-2023

Published by

Centre for People & Environ

Summary

Analyzed the statistical association between Bangladesh's jute production and rainfall trends from 2014-2023.

The impact of ICT on household technology usage: Trends and shifts

Published by

MIST

Summary

Investigated the impact of ICT on household technology usage, analyzing trends and shifts.

Addressing antibiotic resistance: A multifaceted analysis of its profound impact and the duties involved to mitigate threats to human health

Published by

University of Dhaka

Summary

Conducted a multifaceted analysis of antibiotic resistance, its impact, and mitigation strategies for human health.

Languages

English
Bengali

Certificates

Microsoft Office Specialist: PowerPoint Associate (Office 2019)

Issued By

Microsoft

Data Analysis with Python (80 Hours)

Issued By

IIT, Jahangirnagar University (EDGE Project, ICT Division)

IT Essentials

Issued By

CISCO Networking Academy

Certificate in Computer Application (Grade: A+)

Issued By

Computer Space Institute

Cultural Training Certification in Tabla

Issued By

Bangladesh Shishu Academy (Dept. of Cultural Affairs)

Skills

IoT & Electronics

Arduino, ESP32, NI Multisim, Proteus, Wokwi, IoT Systems, Sensor Networks.

Databases

Oracle SQL, MS SQL.

Design & Office

Adobe Illustrator, Photoshop, Microsoft Office 365.

Research Tools

Git, GitHub, LaTeX, Overleaf, Scientific Writing, Data Visualization.

AI & Data

PyTorch, TensorFlow, scikit-learn, OpenCV, NumPy, pandas, Machine Learning, Explainable AI, Computer Vision, Deep Learning, Data Analytics.

Programming

Python, C++, Java, C#, PHP, JavaScript, HTML, CSS.

Interests

Hobbies & Activities

Programming, Gaming, Reading Books, Traveling, Social Service.

References

Md. Mortuza Ahmmed

Associate Professor, Department of Mathematics, American International University-Bangladesh

Aneem-Al-Ahsan Rupai

Assistant Professor, Department of Computer Science, American International University-Bangladesh

Bishwajit Banik Pathik

Assistant Professor, Electrical and Electronic Engineering, American International University-Bangladesh

K. M. Tahsin Kabir

Lecturer, Department of Computer Science and Engineering, Asian University of Bangladesh

Projects

LandLinker: Web-Based Property Management System

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Summary

Developed a full-stack web application designed for dynamic property management, offering filtering, automated deal management, and payment simulation functionalities.

SmartParkX: IoT-Based Smart Parking System

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Summary

Developed a real-time IoT-based smart parking system featuring RFID authentication, infrared slot monitoring, and a comprehensive web control dashboard.

Flood Risk Prediction System

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Summary

Constructed a storm sewer monitoring system utilizing LSTM Deep Learning in Python, integrating multisensor data collected via Arduino and ESP for predictive analysis.

SoilSyncX: Smart Irrigation for Sustainable Agriculture

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Summary

Created an IoT-enabled irrigation prototype with real-time web monitoring capabilities, utilizing Arduino, ESP, and Python for sustainable agriculture.

Computer Graphics Project

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Summary

Implemented graphical rendering and transformations using C++, showcasing foundational knowledge in computer graphics principles and algorithms.

Capital Event Management System

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Summary

Designed and developed an event management application using Java, focusing on efficient event planning and participant coordination.