Building innovative web applications with modern technologies
I'm a passionate Software Developer with expertise in modern web technologies and machine learning. I specialize in creating responsive, user-friendly applications that solve real-world problems, while exploring the fascinating world of AI and ML.
With a strong foundation in both frontend and backend development, I enjoy taking on challenging projects that push my boundaries and allow me to learn new technologies. My experience in machine learning includes working with neural networks, large language models and AI agents.
May 2024 - July 2024
Built a high-accuracy Natural Language Offer Recommendation System using RAG with Chroma DB, integrated into a chatbot for personalized user queries, and developed modular ETL pipelines for efficient data indexing and transformation.
Built an AI-powered desktop assistant using LangChain's LangGraph for intelligent agent orchestration. Enabled autonomous task execution for file operations, web browsing, and code manipulation through modular, memory-aware agents.
Developed a full-stack developer-focused platform using the MERN stack integrated with Next.js, enabling seamless project management, version control, coding environment and portfolio hosting. Designed the backend with a distributed, event-driven architecture to ensure high scalability, fault tolerance, and low-latency communication between services. Implemented caching and asynchronous processing to handle high-load operations efficiently, enhancing system responsiveness and reducing API response times by over 40%.
Developed and evaluated three distinct Convolutional Neural Network (CNN) architectures enhanced with Convolutional Block Attention Modules (CBAM) for early-stage lung cancer detection using the LUNA-16 dataset. Integrated spatial and channel-wise attention mechanisms to refine feature extraction and improve lesion localization. Achieved a classification accuracy of 94%, demonstrating strong potential for clinical decision support in early diagnosis scenarios.