One

of the

Better

Developers

out there.

Learning from every situation, doing what it takes to make things happen, and always keeping the momentum going

One of the Better Developers out there

  • Endless Potenial, Purpose - fuels - Passion.

✦ PLAY VIDEO ✦ KNOW ABOUT US ✦ AGENCEE

Why Me?

What I'm Offering?

Why Me?

What I'm Offering?

Discover Me

AI & Machine Learning Mastery

Unleash the potential of AI to transform industries and drive innovation. From cutting-edge neural networks to real-time data processing, I offer highly advanced AI/ML solutions that push boundaries and solve the toughest challenges. Whether it’s predictive modeling, automation, or computer vision, I develop solutions that deliver real-world impact.

AI & Machine Learning Mastery

Unleash the potential of AI to transform industries and drive innovation. From cutting-edge neural networks to real-time data processing, I offer highly advanced AI/ML solutions that push boundaries and solve the toughest challenges. Whether it’s predictive modeling, automation, or computer vision, I develop solutions that deliver real-world impact.

Innovation-Driven Problem Solving

I don’t just code—I solve problems. With a passion for continuous learning and a focus on delivering measurable impact, I tackle complex challenges with creativity, precision, and collaboration. By blending technical expertise with fresh perspectives and a strong emphasis on teamwork, I ensure that solutions are not only innovative but effective. My ability to thrive in collaborative environments ensures the best ideas come to life, together.

Innovation-Driven Problem Solving

I don’t just code—I solve problems. With a passion for continuous learning and a focus on delivering measurable impact, I tackle complex challenges with creativity, precision, and collaboration. By blending technical expertise with fresh perspectives and a strong emphasis on teamwork, I ensure that solutions are not only innovative but effective. My ability to thrive in collaborative environments ensures the best ideas come to life, together.

Custom Full-Stack Development

Bring your vision to life with tailored, high-performance software development. I specialize in full-stack development, delivering scalable, secure, and user-friendly applications. Whether you need a web app, automation tools, or data-driven platforms, I craft solutions that are both robust and innovative, ensuring optimal performance at every stage.

Custom Full-Stack Development

Bring your vision to life with tailored, high-performance software development. I specialize in full-stack development, delivering scalable, secure, and user-friendly applications. Whether you need a web app, automation tools, or data-driven platforms, I craft solutions that are both robust and innovative, ensuring optimal performance at every stage.

Exceptional Presentation & Communication

I excel at turning complex technical ideas into clear, actionable insights. My strong presentation skills ensure that projects shine in any setting, technical or non-technical. Alongside my tech expertise, I’m deeply interested in aviation, trains, global economies, and international relations, staying informed on current events to bring a broader perspective to every presentation.

Exceptional Presentation & Communication

I excel at turning complex technical ideas into clear, actionable insights. My strong presentation skills ensure that projects shine in any setting, technical or non-technical. Alongside my tech expertise, I’m deeply interested in aviation, trains, global economies, and international relations, staying informed on current events to bring a broader perspective to every presentation.

Why Me?

What I'm Offering?

Discover Me

AI & Machine Learning Mastery

Unleash the potential of AI to transform industries and drive innovation. From cutting-edge neural networks to real-time data processing, I offer highly advanced AI/ML solutions that push boundaries and solve the toughest challenges. Whether it’s predictive modeling, automation, or computer vision, I develop solutions that deliver real-world impact.

Innovation-Driven Problem Solving

I don’t just code—I solve problems. With a passion for continuous learning and a focus on delivering measurable impact, I tackle complex challenges with creativity, precision, and collaboration. By blending technical expertise with fresh perspectives and a strong emphasis on teamwork, I ensure that solutions are not only innovative but effective. My ability to thrive in collaborative environments ensures the best ideas come to life, together.

Custom Full-Stack Development

Bring your vision to life with tailored, high-performance software development. I specialize in full-stack development, delivering scalable, secure, and user-friendly applications. Whether you need a web app, automation tools, or data-driven platforms, I craft solutions that are both robust and innovative, ensuring optimal performance at every stage.

Exceptional Presentation & Communication

I excel at turning complex technical ideas into clear, actionable insights. My strong presentation skills ensure that projects shine in any setting, technical or non-technical. Alongside my tech expertise, I’m deeply interested in aviation, trains, global economies, and international relations, staying informed on current events to bring a broader perspective to every presentation.

My Tech Stack

“The best investment is in the tools of one's own trade.”

– Benjamin Franklin

My Tech Stack

“The best investment is in the tools of one's own trade.”

– Benjamin Franklin

Strive for Excellence

I focus on delivering high-quality solutions, constantly pushing myself to exceed expectations and raise the bar.

Strive for Excellence

I focus on delivering high-quality solutions, constantly pushing myself to exceed expectations and raise the bar.

Thrive in Problem-Solving

Complex problems excite me. I break them down methodically and find creative, efficient solutions.

Thrive in Problem-Solving

Complex problems excite me. I break them down methodically and find creative, efficient solutions.

Adapt Quickly to New Challenges

I’m flexible and adaptable, embracing challenges with a positive mindset and swiftly adjusting to new requirements.

Adapt Quickly to New Challenges

I’m flexible and adaptable, embracing challenges with a positive mindset and swiftly adjusting to new requirements.

Foster a Collaborative Environment

Value Ideas & People

Approach Problems with Positivity and Optimism

Open to Feedback and Improvement

Strive for Excellence

I focus on delivering high-quality solutions, constantly pushing myself to exceed expectations and raise the bar.

Thrive in Problem-Solving

Complex problems excite me. I break them down methodically and find creative, efficient solutions.

Adapt Quickly to New Challenges

I’m flexible and adaptable, embracing challenges with a positive mindset and swiftly adjusting to new requirements.

Foster a Collaborative Environment

Value Ideas & People

Approach Problems with Positivity and Optimism

Open to Feedback and Improvement

Works

My Projects

Lead Developer

Beacon

Beacon is an AI-driven assistant that empowers visually impaired individuals by providing real-time object detection, scene understanding, and text recognition, all through seamless voice feedback, enabling independent and confident navigation in any environment.

ALLHEALTH

Developed at HackHarvard

Lead Developer

Beacon

Beacon is an AI-driven assistant that empowers visually impaired individuals by providing real-time object detection, scene understanding, and text recognition, all through seamless voice feedback, enabling independent and confident navigation in any environment.

ALLHEALTH

Developed at HackHarvard

Learn More

Lead Developer

Traffic Sign Recognition System

I developed a high-accuracy traffic sign recognition system utilizing HOG features, SVM, and Random Forest classifiers. By incorporating advanced image preprocessing techniques such as Gaussian blur, histogram equalization, and feature extraction, the system delivers precise recognition of traffic signs, contributing to improved road safety. This project highlights the practical application of machine learning in real-world scenarios, offering a dependable solution for autonomous driving systems.

99.3%

Recognition Accuracy

Lead Developer

Traffic Sign Recognition System

I developed a high-accuracy traffic sign recognition system utilizing HOG features, SVM, and Random Forest classifiers. By incorporating advanced image preprocessing techniques such as Gaussian blur, histogram equalization, and feature extraction, the system delivers precise recognition of traffic signs, contributing to improved road safety. This project highlights the practical application of machine learning in real-world scenarios, offering a dependable solution for autonomous driving systems.

99.3%

Recognition Accuracy

Learn More

Lead Developer

Artificial Intelligence in Aviation

I conducted an extensive study on the integration of Artificial Intelligence (AI) systems in aviation, exploring their revolutionary potential to enhance safety, efficiency, and automation across various operational aspects. This research delves into the applications of AI and Machine Learning (ML) technologies, such as Neural Networks (ANN) and Adaptive Neuro-Fuzzy Inference Systems (ANFIS), with a focus on improving critical areas like predictive maintenance, air traffic control, crew management, and aircraft health monitoring. The paper thoroughly examines how AI-driven systems optimize real-time fault detection, fuel efficiency, and decision-making processes, enabling a smarter, more reliable aviation future. By leveraging AI's transformative capabilities, the research provides a comprehensive framework for addressing the aviation industry's current and future challenges. This study offers actionable insights and practical solutions, positioning AI as a pivotal force in reshaping the future of air transport.

Lead Developer

Artificial Intelligence in Aviation

I conducted an extensive study on the integration of Artificial Intelligence (AI) systems in aviation, exploring their revolutionary potential to enhance safety, efficiency, and automation across various operational aspects. This research delves into the applications of AI and Machine Learning (ML) technologies, such as Neural Networks (ANN) and Adaptive Neuro-Fuzzy Inference Systems (ANFIS), with a focus on improving critical areas like predictive maintenance, air traffic control, crew management, and aircraft health monitoring. The paper thoroughly examines how AI-driven systems optimize real-time fault detection, fuel efficiency, and decision-making processes, enabling a smarter, more reliable aviation future. By leveraging AI's transformative capabilities, the research provides a comprehensive framework for addressing the aviation industry's current and future challenges. This study offers actionable insights and practical solutions, positioning AI as a pivotal force in reshaping the future of air transport.

Learn More

Lead Developer

AI Chess Board

Developed an advanced Chess AI tailored for a condensed 6x6 chessboard, utilizing the Negamax algorithm with alpha-beta pruning. Implemented heuristic evaluation techniques, including material count, pawn structure analysis, and piece-square tables for optimized decision-making. Designed modular classes for state representation, move logic, and evaluation to enhance gameplay efficiency. The AI achieved strategic diversity and competitive performance metrics, demonstrating adaptability to this unique chess variant. Future directions include refining heuristics, optimizing algorithms, and exploring adaptability to other chess variants.

23

defeating 23 of the best chess models

Lead Developer

AI Chess Board

Developed an advanced Chess AI tailored for a condensed 6x6 chessboard, utilizing the Negamax algorithm with alpha-beta pruning. Implemented heuristic evaluation techniques, including material count, pawn structure analysis, and piece-square tables for optimized decision-making. Designed modular classes for state representation, move logic, and evaluation to enhance gameplay efficiency. The AI achieved strategic diversity and competitive performance metrics, demonstrating adaptability to this unique chess variant. Future directions include refining heuristics, optimizing algorithms, and exploring adaptability to other chess variants.

23

defeating 23 of the best chess models

Learn More

Lead Developer

PETOPIA, A Full Stack Project

PETOPIA is a comprehensive online platform designed to simplify the pet ownership experience by integrating diverse features like a curated e-commerce marketplace, an engaging blog system, and a specialized AI chatbot, Pet-GPT, for personalized pet care advice. Built with Next.js, Node.js, and MongoDB, PETOPIA offers a seamless and user-friendly interface, fostering community engagement while addressing fragmented pet care resources. The platform's innovative design and functionality, combined with secure payment options and scalable architecture, make it a one-stop solution for pet owners. Future enhancements include mobile app development, location-based services, and expanded e-commerce features.

Lead Developer

PETOPIA, A Full Stack Project

PETOPIA is a comprehensive online platform designed to simplify the pet ownership experience by integrating diverse features like a curated e-commerce marketplace, an engaging blog system, and a specialized AI chatbot, Pet-GPT, for personalized pet care advice. Built with Next.js, Node.js, and MongoDB, PETOPIA offers a seamless and user-friendly interface, fostering community engagement while addressing fragmented pet care resources. The platform's innovative design and functionality, combined with secure payment options and scalable architecture, make it a one-stop solution for pet owners. Future enhancements include mobile app development, location-based services, and expanded e-commerce features.

Learn More

Lead Developer

TEJAS Robot

I led the development of Tejas, a groundbreaking pet robot capable of emotion and gesture detection, posture correction, and autonomous navigation. The robot integrates advanced deep learning systems for real-time object and species detection, inspired by the SEA Aquarium in Singapore. Enhancing user interaction, I developed the "Banana" voice assistant, similar to Siri, which connects to 10+ APIs for seamless voice command functionality. Tejas won 1st place at the 2024 NUS SOC Workshop, cementing its innovation in robotics and AI.

#1

Ranked on NUS SOC

Lead Developer

TEJAS Robot

I led the development of Tejas, a groundbreaking pet robot capable of emotion and gesture detection, posture correction, and autonomous navigation. The robot integrates advanced deep learning systems for real-time object and species detection, inspired by the SEA Aquarium in Singapore. Enhancing user interaction, I developed the "Banana" voice assistant, similar to Siri, which connects to 10+ APIs for seamless voice command functionality. Tejas won 1st place at the 2024 NUS SOC Workshop, cementing its innovation in robotics and AI.

#1

Ranked on NUS SOC

Learn More

Lead Developer

Anomaly Detection in Surveillance Footage Using Deep Learning Techniques

This project introduces a cutting-edge framework for detecting anomalies in surveillance video streams using deep learning architectures tailored for practical challenges. The 3D Convolutional Autoencoder (CAE) is enhanced with skip connections and Convolutional Block Attention Modules (CBAM) to improve reconstruction fidelity and highlight critical regions for anomaly detection. Vision Transformers (ViT) are leveraged to capture intricate spatiotemporal relationships, providing a modern approach to video analysis. While the results presented are preliminary and not yet industry-leading due to limited GPU access and low-resolution datasets, this project represents a significant step toward real-world anomaly detection solutions. Ongoing efforts aim to enhance model performance through optimized training and better data resources, pushing the boundaries of what's achievable with constrained computational infrastructure.

Lead Developer

Anomaly Detection in Surveillance Footage Using Deep Learning Techniques

This project introduces a cutting-edge framework for detecting anomalies in surveillance video streams using deep learning architectures tailored for practical challenges. The 3D Convolutional Autoencoder (CAE) is enhanced with skip connections and Convolutional Block Attention Modules (CBAM) to improve reconstruction fidelity and highlight critical regions for anomaly detection. Vision Transformers (ViT) are leveraged to capture intricate spatiotemporal relationships, providing a modern approach to video analysis. While the results presented are preliminary and not yet industry-leading due to limited GPU access and low-resolution datasets, this project represents a significant step toward real-world anomaly detection solutions. Ongoing efforts aim to enhance model performance through optimized training and better data resources, pushing the boundaries of what's achievable with constrained computational infrastructure.

Learn More

Lead Developer

Estate Administrative System, A SQL DBMS Project

Estate Administrative System is a robust property management platform designed to streamline operations and enhance communication among property owners, tenants, and administrators. Built using a structured SQL database, it manages property details, tenant and owner information, rental agreements, maintenance schedules, and financial transactions. Key features include secure login for all users, parking slot allocation, complaint management, maintenance fee payments, and a centralized dashboard for efficient oversight. This system aims to reduce inefficiencies, improve accuracy, and provide a user-friendly solution for effective property management.

Lead Developer

Estate Administrative System, A SQL DBMS Project

Estate Administrative System is a robust property management platform designed to streamline operations and enhance communication among property owners, tenants, and administrators. Built using a structured SQL database, it manages property details, tenant and owner information, rental agreements, maintenance schedules, and financial transactions. Key features include secure login for all users, parking slot allocation, complaint management, maintenance fee payments, and a centralized dashboard for efficient oversight. This system aims to reduce inefficiencies, improve accuracy, and provide a user-friendly solution for effective property management.

Learn More

Lead Developer

Subjective Question Answering Model Development

I led the development of a model for the Google QUEST Q/A Labeling competition, aimed at improving the understanding of subjective question-answer content using advanced NLP techniques. Leveraging both Bidirectional Encoder Representations from Transformers (BERT) and Bag of Words (BoW) models, I tackled the challenge of predicting 30 different aspects of question-answering pairs from over 70 websites. This project involved data preprocessing, tokenization, and feature extraction using BERT to capture the contextual meaning of questions and answers. It significantly improved model performance by incorporating advanced machine learning methodologies like cross-validation, ensemble models, and Ridge regression. This work showcases my ability to handle complex datasets and use cutting-edge NLP techniques to solve real-world problems.

0.389

Spearman’s correlation score

Works

My Projects

Lead Developer

Beacon

Beacon is an AI-driven assistant that empowers visually impaired individuals by providing real-time object detection, scene understanding, and text recognition, all through seamless voice feedback, enabling independent and confident navigation in any environment.

ALLHEALTH

Developed at HackHarvard

Learn More

Lead Developer

Traffic Sign Recognition System

I developed a high-accuracy traffic sign recognition system utilizing HOG features, SVM, and Random Forest classifiers. By incorporating advanced image preprocessing techniques such as Gaussian blur, histogram equalization, and feature extraction, the system delivers precise recognition of traffic signs, contributing to improved road safety. This project highlights the practical application of machine learning in real-world scenarios, offering a dependable solution for autonomous driving systems.

99.3%

Recognition Accuracy

Learn More

Lead Developer

Artificial Intelligence in Aviation

I conducted an extensive study on the integration of Artificial Intelligence (AI) systems in aviation, exploring their revolutionary potential to enhance safety, efficiency, and automation across various operational aspects. This research delves into the applications of AI and Machine Learning (ML) technologies, such as Neural Networks (ANN) and Adaptive Neuro-Fuzzy Inference Systems (ANFIS), with a focus on improving critical areas like predictive maintenance, air traffic control, crew management, and aircraft health monitoring. The paper thoroughly examines how AI-driven systems optimize real-time fault detection, fuel efficiency, and decision-making processes, enabling a smarter, more reliable aviation future. By leveraging AI's transformative capabilities, the research provides a comprehensive framework for addressing the aviation industry's current and future challenges. This study offers actionable insights and practical solutions, positioning AI as a pivotal force in reshaping the future of air transport.

Learn More

Lead Developer

AI Chess Board

Developed an advanced Chess AI tailored for a condensed 6x6 chessboard, utilizing the Negamax algorithm with alpha-beta pruning. Implemented heuristic evaluation techniques, including material count, pawn structure analysis, and piece-square tables for optimized decision-making. Designed modular classes for state representation, move logic, and evaluation to enhance gameplay efficiency. The AI achieved strategic diversity and competitive performance metrics, demonstrating adaptability to this unique chess variant. Future directions include refining heuristics, optimizing algorithms, and exploring adaptability to other chess variants.

23

defeating 23 of the best chess models

Learn More

Lead Developer

PETOPIA, A Full Stack Project

PETOPIA is a comprehensive online platform designed to simplify the pet ownership experience by integrating diverse features like a curated e-commerce marketplace, an engaging blog system, and a specialized AI chatbot, Pet-GPT, for personalized pet care advice. Built with Next.js, Node.js, and MongoDB, PETOPIA offers a seamless and user-friendly interface, fostering community engagement while addressing fragmented pet care resources. The platform's innovative design and functionality, combined with secure payment options and scalable architecture, make it a one-stop solution for pet owners. Future enhancements include mobile app development, location-based services, and expanded e-commerce features.

Learn More

Lead Developer

TEJAS Robot

I led the development of Tejas, a groundbreaking pet robot capable of emotion and gesture detection, posture correction, and autonomous navigation. The robot integrates advanced deep learning systems for real-time object and species detection, inspired by the SEA Aquarium in Singapore. Enhancing user interaction, I developed the "Banana" voice assistant, similar to Siri, which connects to 10+ APIs for seamless voice command functionality. Tejas won 1st place at the 2024 NUS SOC Workshop, cementing its innovation in robotics and AI.

#1

Ranked on NUS SOC

Learn More

Lead Developer

Anomaly Detection in Surveillance Footage Using Deep Learning Techniques

This project introduces a cutting-edge framework for detecting anomalies in surveillance video streams using deep learning architectures tailored for practical challenges. The 3D Convolutional Autoencoder (CAE) is enhanced with skip connections and Convolutional Block Attention Modules (CBAM) to improve reconstruction fidelity and highlight critical regions for anomaly detection. Vision Transformers (ViT) are leveraged to capture intricate spatiotemporal relationships, providing a modern approach to video analysis. While the results presented are preliminary and not yet industry-leading due to limited GPU access and low-resolution datasets, this project represents a significant step toward real-world anomaly detection solutions. Ongoing efforts aim to enhance model performance through optimized training and better data resources, pushing the boundaries of what's achievable with constrained computational infrastructure.

Learn More

Lead Developer

Estate Administrative System, A SQL DBMS Project

Estate Administrative System is a robust property management platform designed to streamline operations and enhance communication among property owners, tenants, and administrators. Built using a structured SQL database, it manages property details, tenant and owner information, rental agreements, maintenance schedules, and financial transactions. Key features include secure login for all users, parking slot allocation, complaint management, maintenance fee payments, and a centralized dashboard for efficient oversight. This system aims to reduce inefficiencies, improve accuracy, and provide a user-friendly solution for effective property management.

Learn More

Lead Developer

Subjective Question Answering Model Development

I led the development of a model for the Google QUEST Q/A Labeling competition, aimed at improving the understanding of subjective question-answer content using advanced NLP techniques. Leveraging both Bidirectional Encoder Representations from Transformers (BERT) and Bag of Words (BoW) models, I tackled the challenge of predicting 30 different aspects of question-answering pairs from over 70 websites. This project involved data preprocessing, tokenization, and feature extraction using BERT to capture the contextual meaning of questions and answers. It significantly improved model performance by incorporating advanced machine learning methodologies like cross-validation, ensemble models, and Ridge regression. This work showcases my ability to handle complex datasets and use cutting-edge NLP techniques to solve real-world problems.

0.389

Spearman’s correlation score

View All Projects

View All Projects