Projects
Explore my portfolio of innovative solutions in AI, Machine Learning, and Web Development
Agentic AI
4 projects • Swipe to explore
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Agentic AI for Pharmaceutical Industry
Development of specialized Agentic AI systems to streamline pharmaceutical R&D. Autonomous AI agents collaborate, make decisions, and execute complex workflows across the drug development pipeline, enhancing efficiency and consistency.
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Agentic AI for Automating Bioinformatics Simulations
A platform that leverages Agentic AI to automate bioinformatics simulations. It orchestrates multiple stages of the drug discovery pipeline, accelerating research workflows and supporting efficient molecular analysis.
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n8n AI Agent for Email Automation and Meeting Scheduling
Integration of Agentic AI with n8n workflows to automate professional communication. The system handles emails, schedules meetings, and coordinates events while improving operational efficiency in workflow pipelines.
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Automated CV Standardization with n8n
AI-driven automation for standardizing resumes into a unified template. The system extracts and reformats content to reduce manual effort and improve consistency in professional document management.
Machine Learning
3 projects • Swipe to explore
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Drug Discovery Project: Collagenase Inhibition
Machine learning project for predicting collagenase inhibition using biochemical and molecular data. The system processes complex datasets to identify potential inhibitors, supporting more efficient drug discovery workflows.
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Landmark Classification & Tagging for Social Media
A computer vision project for automatically identifying and classifying landmarks in social media images. The solution uses CNNs and transfer learning to enable accurate location tagging and geographic content analysis.
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Bike Sharing Demand Prediction with AutoGluon
Data-driven project using AutoGluon to predict urban bike sharing demand. The system analyzes patterns in mobility and environmental data to optimize distribution and resource allocation.
Web Development
4 projects • Swipe to explore
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Furniture E-Commerce Website
Full-stack e-commerce platform designed for a modern furniture brand. Features include browsing collections, viewing detailed product pages, adding items to cart, and secure checkout, with a clean and responsive design for seamless user experience.
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Chemical Products System Manager
Web application for managing laboratory chemical inventory and procurement. Offers order management, inventory tracking, and reporting tools to streamline lab operations and improve efficiency.
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Crypto Trading Platform Using Reinforcement Learning
Cryptocurrency trading platform leveraging reinforcement learning techniques such as Q-learning and DQN. Automates trading strategies, integrates real-time market data, and supports AI-driven decision-making.
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BH-Construction
Digital showcase for a construction and renovation company. Highlights project portfolios, including luxury villas and commercial buildings, with integrated tools for client management and project tracking.
Experience
N8N Expert
Feneex
- •Built an event scheduling and email sender workflow that dispatches invites and emails in under 2 minutes, cutting administrative overhead and boosting team productivity.
- •Built an n8n workflow to parse and standardize CVs, reducing processing time from 90+ minutes to under 4 minutes per CV, including automated formatting.
- •Designed, deployed, and maintained n8n workflows on both cloud and self-hosted environments, ensuring high availability, scalability, and reliability.
- •Optimized workflow performance through diagnostics, error resolution, and refactoring, lowering failure rates and improving system stability.
Machine Learning Engineer
Various Clients (Freelancer)
- •Designed, optimized, and deployed AI models for scientific applications using TensorFlow, PyTorch, and scikit-learn.
- •Improved predictive performance with XGBoost, Scikit-learn, Pandas, NumPy, achieving 90%+ accuracy and high recall on imbalanced datasets.
- •Fine-tuned open-source LLMs using LoRA/QLoRA, boosting performance by 35% while reducing compute cost. Conducted parameter tuning (dropouts, learning rates, low-rank decomposition).
- •Integrated multimodal LLMs capable of processing images, PDFs, and DOCX for automated research summarization and cross-format reasoning.
Full-Stack Web Developer
Various Clients (Freelancer)
- •Built a full-stack e-commerce platform for the furniture industry with React.js, Next.js, Tailwind CSS, delivering separate client/admin portals and optimized performance, security, and SEO.
- •Developed a corporate presentation website for a construction company, featuring projects, services, and a contact form. Designed a modern, responsive UI in Next.js.
Computational Chemist
CRTSE
- •Conducted simulations and modeling in the fields of computational chemistry and computational physics, supporting material design and molecular analysis.
- •Collaborated on research tasks focused on quantum-level interactions and chemical property prediction using software tools such as Gaussian and Siesta.