Curriculum Vitae

Studied Machine Learning, Deep Learning, and IoT systems. Developed, trained, and evaluated ML/DL models for real-world applications, including disease prediction systems and video analysis models. Implemented end-to-end AI solutions involving data preprocessing, model optimization, deployment, and performance evaluation.

Studied agricultural power systems and machinery. Designed and developed crop processing and storage machinery, applying environmental engineering principles. Gained hands-on experience in CAD design using SolidWorks, including mechanical design, FEA, and performance analysis.

Studied core agricultural engineering principles, including farm machinery, soil and water engineering, crop production systems, and basic mechanical design, with practical training in agricultural technologies and engineering applications.

Built and deployed ML models in Python (scikit-learn, TensorFlow), improving prediction accuracy by 12% (76 to 88%). Automated customer trend reporting with Power BI dashboards, reducing manual reporting time by 40%. Implemented Flask-based API endpoints for data access and integration with cloud services.

• Develop and deploy AI-powered chatbots and automation systems
• Build full-stack web applications using Laravel and modern frameworks
• Integrate machine learning models into production environments
• Provide technical consulting for digital transformation projects
• Create custom software solutions for business process automation

Developed a disease prediction system using stacking ensemble (Logistic Regression, Random Forest, Support Vector Machine (SVM), XGBoost) with a TensorFlow meta-model and KernelSHAP for explainability and also built a deep learning video similarity checker using CNNs and OpenCV. Designed and deployed secure full-stack AI web apps using Flask APIs, Laravel authentication and MySQL storage.

• Created detailed mechanical drawings and specifications using AutoCAD
• Conducted technical analysis and feasibility studies
• Collaborated with cross-functional teams on project delivery
• Managed project timelines and client communications
• Implemented quality control procedures for design outputs

Assessed technical and market viability of projects in vehicle production, UAVs, and satellite ground station systems, completing 6+ feasibility studies that guided investment decisions, reduced project risk, and increased proposal approval rates by 30%. Built and maintained strategic relationships with government agencies and key clients, ensuring project alignment and securing critical resources, contributing to multi-million-dollar project funding pipelines. Represented the company in international business engagements across 3+ countries, delivering project proposals and successfully negotiating partnership terms with global stakeholders, resulting in 5+ major collaboration agreements.

Designed and optimized mechanical components using SolidWorks, developing detailed 3D models and engineering drawings supported by CFD, stress, and thermal simulations to validate performance and reduce technical risk. Improved structural integrity and manufacturability through design and material optimization, reducing material usage while lowering production time and overall manufacturing costs. Collaborated with cross-functional teams across engineering, manufacturing, and quality to implement design improvements and ensure compliance with engineering and industry standards.

Developed sustainable products using recyclable materials, applying innovative production formulations and advanced manufacturing techniques to enhance functionality, improving resource efficiency by 25–40% and reducing environmental impact across multiple prototypes. Created and validated 3D prototypes using CAD and additive manufacturing tools to visualize, test, and refine designs prior to full-scale production, cutting design iteration cycles by up to 35% while improving manufacturability and performance consistency.

Designed and developed industrial process systems using advanced CAD tools, producing detailed 3D models, engineering analyses, manufacturing drawings, and Bills of Materials (BOMs) that reduced manufacturing rework by 20–30%. Engineered agro-processing machinery including rice milling systems, oil palm processing equipment, and related industrial machines, improving operational efficiency and output capacity by 25–40% while ensuring durability and ease of maintenance.

Designed and developed scalable web applications using HTML, CSS, Laravel, and Next.js, integrating machine learning models via Python and Flask APIs to deliver intelligent, data-driven web solutions. Delivered hands-on ICT, Mathematics, and Science instruction through in-person and online platforms, improving learner engagement and increasing student project completion rates by 20%.