AI training costs can be staggering. To tackle this, I optimized our AI agent by integrating live web search and browsing capabilities, giving the model real-time context on demand instead of relying on expensive, large-scale retraining.<h3>Web Search Trained AI Agent</h3>Aug. 12th 2024 ~ <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/sajjadkarbalai/-Maulana-GPT">GITHUB</a>This is my version of a simple AI chatbot, in retrospect you can use the exact same format of this code and change it so that this can be a AI agent for anything. What is unique to this AI agent is that for those who lack a high amount of compute to train their model, this system relies on the world-wide-web to provide accurate data to the model. Are you interested in diving into Islamic teachings or preparing for a presentation on Islamic topics? Maulana-GPT is your AI-powered companion, designed to assist you in exploring the vast ocean of Islamic knowledge.<h4>Features:</h4>🕌 Quick Answers: Instantly access information on Islamic beliefs, practices, and history. Maulana-GPT is built to provide accurate and insightful responses, making it an excellent resource for your inquiries.📚 Note-Making Assistant: Whether you're preparing a presentation or conducting research, Maulana-GPT can help you organize your thoughts and gather relevant information on topics like the Five Pillars, the life of the Prophet Muhammad (peace be upon him), or Islamic jurisprudence.🎓 Educational Tool: Maulana-GPT is perfect for students, researchers, and curious minds. Enhance your understanding of Islam with a user-friendly AI that’s always ready to help.🤖 24/7 Accessibility: Maulana-GPT is available whenever you need it. There's no need to wait for specific hours—get the information and assistance you need at any time.🚨 Disclaimer: While Maulana-GPT provides valuable insights, it’s important to verify information and consult knowledgeable scholars or trusted resources, especially for critical decisions concerning your faith.

Train AI Agent with Search

Sajjad Karbalai | Portfolio

Blog

Portfolio

About

In today's fast-paced world, managing your time effectively is crucial for professional success. One highly effective technique is the Pomodoro Technique, which involves working in focused intervals of 25 minutes followed by short breaks. This method helps maintain concentration and reduces burnout, making it easier to accomplish tasks efficiently. By breaking your work into manageable segments, you can enhance your productivity and keep distractions at bay.<h3>Implementing the Pomodoro Technique in Your Daily Routine</h3>Start by listing your tasks and prioritizing them. Set a timer for 25 minutes and dedicate this time to one task without interruption. Once the timer goes off, take a 5-minute break to refresh your mind. After completing four cycles, take a longer break of 15 to 30 minutes. This structured approach can be customized to fit your work style and helps maintain a healthy balance between focus and rest throughout the day.

Maximizing Your Productivity: A Simple Time Management Technique

As the digital landscape evolves, showcasing your professional achievements online is becoming increasingly important. Modern portfolio designs are embracing minimalism, interactive elements, and mobile-friendly layouts to create engaging user experiences. Staying updated with these trends can help your portfolio stand out and effectively communicate your skills and accomplishments to potential clients or employers.<h3>The Rise of Interactive and Responsive Portfolios</h3>Interactive portfolios that include features like clickable project galleries, embedded videos, and real-time updates are gaining popularity. Additionally, with the surge in mobile device usage, responsive design ensures your portfolio looks great on any screen size. Incorporating these elements not only enhances visual appeal but also improves user engagement and accessibility.

Tattooed hand holding a red book about design.

Emerging Trends in Digital Portfolio Design for Professionals

Building a strong personal brand requires more than just showcasing your work; it involves consistent messaging, visuals, and values across all platforms. Every detail, from your website's color scheme to your communication style, contributes to how your brand is perceived. This behind-the-scenes effort helps establish trust and recognition in your professional community.<h3>Maintaining Cohesion Across Multiple Channels</h3>Consistency means aligning your online profiles, social media presence, and portfolio content to tell a unified story. Regularly updating your website and engaging with your audience fosters a sense of reliability. By thoughtfully managing these elements, you create a memorable brand identity that resonates with your audience and reflects your professional journey authentically.

Behind the Scenes: Crafting a Personal Brand Through Consistency

I’m a Business Technology Management student at Toronto Metropolitan University with a strong foundation in engineering. My background blends technical discipline and business insight, allowing me to analyze problems, design data-driven solutions, and bridge strategy with technology. Skilled in data analysis, systems thinking, and process optimization, I’m eager to grow into roles where I can make a positive impact while developing professionally and building meaningful connections.

International Women’s Day
Too fast too smart

Fusing Finance & Technology

Building responsive and user-friendly websites tailored to your business needs using the latest technologies.

Web Development

Providing expert advice to optimize your business processes and technology implementation.

Team work, work colleagues, working together

Consulting Services

Creating effective digital marketing strategies to boost your online presence and drive customer engagement.

Dark Squad of Designers Productivity Tools 😄 Write me: alexanderbemore@gmail.com, if you need 3D visuals for your products.

Digital Marketing

Check out the link on Devpost for more information on the project and its features: <a target="_blank" rel="noopener noreferrer nofollow" href="https://lnkd.in/gWqBmR8k">https://lnkd.in/gWqBmR8k</a>.

DeltaHacks 9 hackathon

This data science project explores how trade volume correlates with carbon efficiency over time, using real-world datasets and Python visualizations. Learn more <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/sajjadkarbalai/How-Trade-Fuels-CO2">here.</a>

How Trade Fuels CO2

Reduced LLM training and operational expenses by integrating real-time search and web capabilities, minimizing the need for costly full-parameter retraining while preserving up-to-date accuracy.

Sajjad Karbalai's Projects

I Graduated from Secondary school from WaliUlAsr which is a Shia-Based Islamic School in Bolton, Ontario. They are known for their support of students fast-tracking which I was one of them, skipping grade 8 and fast-tracking high school completing it in 3 years with a CGPA of %97.5 and thus became an Ontario scholar.I Began High school being in a competitive soccer team, focusing on school, and founded the proposal of an Entrepreneurship Club. The club was meant to focus on research &amp; development and prototyping in an entrepreneurial environment. Due to the lack of support from my class-mates and teachers and the following Pandemic/Lock-down the Club remained just a proposal and never became an active club.When the COVID-Lock-down began, my competitive soccer and all extra-curricular activities came to an end. Being at home all day, every day, made it easier to just focus on school and take more courses to complete my high-school in 3 years.The Pandemic made it much harder for me to find volunteering activities for me to get the 40 hours of volunteering experience needed for me to graduate. Lucky for me, my mom worked as a Administrator at the same school and their were a lot of work needed to be done for the logistics and supply chain management for the book packages for each student before the start of the academic year. I was able to volunteer to help get this work done and was able to get 40+ volunteering hours.

Graduation

Secondary School

" Aim for one level above what you can achieve. 

If you succeed, your one level ahead of where you want to be. And if you fail... you are exactly where you wanted to be in the first place! "

Connect with Me!

I Love sports, especially Soccer/Football. Growing up I spent a lot of time with friends and meeting new people through the beautiful game. I played in house-league before playing in Representative soccer in York Region Soccer League for Richmond Hill Soccer Club, which ended due to the COVID Lock-down. I still enjoy playing the beautiful game more casually and is my favorite way to connect with new people.

Sajjad Karbalai: Hobbies & Recreation

Creating interactive dashboards and reports that deliver actionable insights using tools like Power BI and Tableau.

Business Intelligence Reporting

Developing custom machine learning models to automate processes and enhance predictive capabilities.

Machine Learning Solutions

Conducting hands-on workshops to train professionals and students in data analytics, programming, and visualization techniques.

Technical Workshops and Training

Providing expert guidance on data analysis, modeling, and visualization to help businesses make data-driven decisions.

Data Science Consulting

I also spent some time playing as a Ball Hockey Goalie at the Jaffari Hockey League which have my Stats Archived on their website which can be seen here:<a target="_blank" rel="noopener noreferrer nofollow" href="https://www.jhlhockey.ca/roster_players/38327433?subseason=602226">https://www.jhlhockey.ca/roster_players/38327433?subseason=602226</a>

Ball Hockey

Played for Richmond Hill Soccer Club Rep during 2019-2022. Intermerals at the Toronto Metropolitan University.

Football

Teams

Linkedin

<h3>Professional Journey and Expertise</h3>Education<ul><li>Toronto Metropolitan University Toronto, ON Business Technology Management - B. Comm (Hons) Sept. 2025 – May 2029 (Expected)</li><li>McMaster University Hamilton, ON Material Science/Engineering - B. Eng Sept. 2022 – May 2025 (Transferred)</li><li>WaliUlAsr Bolton, ON Ontario Secondary School Diploma - (OSSD) Sept. 2019 – May 2022 </li></ul>Experience Market Research Analyst July 2026 – PGicover Ltd. Canada<ul><li>Conducted market research on Canada’s SME financing landscape to identify priority customer segments for Personal Guarantee Insurance, including founders, lenders, and business advisors.</li><li>Built and refined market-sizing assumptions using Public sources to estimate demand for PGI across debt financing, M&amp;A, and succession use cases.</li><li>Designed and distributed stakeholder surveys for founders, advisors, and lenders to validate pain points around personal guarantees, financing decisions, and risk management.</li></ul>Data Analyst Internship May 2025 – August 2025 Agile Wise Inc. Richmond Hill, ON<ul><li>Ran SQL queries to extract and analyze data, creating reports that informed business decisions, showcasing data analysis and technical writing skills.</li><li>Documented standard operating procedures as dictated by system administrators, ensuring clarity and accuracy in technical documentation.</li><li>Mapped and documented data migration processes from SQL Server to Oracle databases, demonstrating attention to detail and the ability to work with complex systems.</li></ul>Projects ER Application (Deltahacks IX Hackathon) | JavaScript, React-Native, Firebase Jan. 2023<ul><li>Project ERMS: Reducing ER Wait Times by using JavaScript, React-Native, and other tools, my team and I developed an emergency department management phone application that admits patients by taking into account both the patient’s wait time and medical attention urgency.</li><li>Built a cross-platform mobile application and web page using React Native and Google Firebase Firestore, enhancing accessibility and user experience.</li><li>Collaborated with a team to deliver the project within a tight timeline, demonstrating strong teamwork, time management, and presentation skills.</li></ul> 1P13 Capstone Project | AutoCAD, Python Mar. 2022<ul><li>Built a measuring cup for the blind that beeps to let them know that the cup is full</li><li>Used my team working skills as well as AutoCAD software to design the cup with a built in sensor and Python skills to make the cup beep when its full</li></ul>Bookkeeping Application (High School Project) | Java 2021<ul><li>Built a bookkeeping application that allows users to enter transactions and generate expense vs profit reports for the fiscal year.</li><li>Implemented robust file manipulation capabilities, including extensive file manipulation in Java, including reading, writing, adding, and removing data.</li></ul>Technical Skills Programming Languages: Java, Python, SQL, R, JavaScript, PowerShell, HTML Tools &amp; Frameworks: React, Firebase, Tableau, Microsoft Office, MATLAB, Git, AutoCAD, Ansys CES EduPack Professional Skills: Data Analysis, Design, Collaboration, Communication, Teamwork, Problem-Solving Certificates WHMIS 1A00 Certification | McMaster University Dec. 2022 Google Data Analytics Professional Certificate | Coursera Oct. 2024 • Develop foundational skills and practical experience in data analysis, including data cleaning, organization, and visualization using tools like spreadsheets, SQL, R programming, and Tableau, while gaining insight into the daily practices of a junior or associate data analyst. Python for Everybody Specialization, University of Michigan | Coursera June. 2024 • Learn fundamental programming concepts, including data structures, networked application program interfaces (APIs), and database management, all using the Python programming language.

Sajjad Karbalai's Resume

Jan. 15th 2023 ~ <a target="_blank" rel="noopener noreferrer nofollow" href="https://devpost.com/software/erms">DEVPOST</a> In today's fast-paced world, managing your time effectively is crucial for professional successAn emergency department management system that admits patients in the fairest way possible, taking into account both the patient's wait time and medical attention urgency.<h4>The Problem is Near Us!</h4>McMaster Children Hospital, ER department with wait times of up to 3.5 hours during peak hours Hamilton General Hospital with wait times of up to 3.6 hours On average, the HQO says patients waited about 2.2 hours in an emergency room for their first assessment by a doctor.<h4>About the Project</h4>We were doing research on issues and problems with the healthcare industry in Hamilton and Canada in general. The ER departments surprisingly had really long wait times so we wanted to tackle this problem since it could potentially result in lives being saved. We decided to combine React Native with the Google Firebase database system in order to build our phone app / web page.DEVPOST: <a target="_blank" rel="noopener noreferrer nofollow" href="https://devpost.com/software/erms?ref_content=user-portfolio&amp;ref_feature=in_progress">LINK</a>GITHUB: <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/wonmor/ER-Management">LINK</a>

EMERGY: Emergency Department, Reimagined

This data science project explores how trade volume correlates with carbon efficiency over time, using real-world datasets and Python visualizations.<h3>A Data Analytics Project</h3>Oct. 15th 2024 ~ <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/sajjadkarbalai/How-Trade-Fuels-CO2">GITHUB</a>Analyzing the relationship between international trade and CO₂ consumption among the world’s top economies—USA, China, Germany, and the European Union. This data science project explores how trade volume correlates with carbon efficiency over time, using real-world datasets and Python visualizations.The datasets used for this project are available online with the folowing links:• <a target="_blank" rel="noopener noreferrer nofollow" href="http://data.un.org/Data.aspx?d=ComTrade&amp;f=_l1Code%3a1">http://data.un.org/Data.aspx?d=ComTrade&amp;f=_l1Code%3a1</a>• <a target="_blank" rel="noopener noreferrer nofollow" href="https://zenodo.org/api/records/14106218/ϐiles-archive">https://zenodo.org/api/records/14106218/ϐiles-archive</a>The visualizations aim to explore the link between economic activity (measured by total exports and imports) and environmental cost (measured by consumption-based CO₂ emissions). The first set of scatter plots visualizes how CO₂ emissions scale with total trade over time, using bubble sizes to indicate either emissions per trade unit or total emissions. This provides an intuitive sense of both efficiency and impact. The second set of line plots tracks the year-by-year trends of CO₂ emissions per $1 billion traded, highlighting which countries are becoming carbon-efficient in their trade practices. Together, these visualizations allow us to identify trends, compare countries, and assess whether economic growth is being decoupled from environmental harm—an essential question in sustainable development.China has undergone a dramatic transformation over the past few decades, evolving from one of the world's smallest trading economies into the largest by total trade volume. In the early years of the dataset, China lagged behind other countries like the USA and Germany in terms of export and import activity. However, through rapid industrialization, investment in manufacturing, and integration into global supply chains, China's trade surged—eventually surpassing all other economies analyzed. Interestingly, this explosive growth initially came at a high environmental cost. China was the least efficient among the four economies in terms of CO₂ emissions per dollar of trade, reϐlecting its heavy reliance on coal and energy- intensive production. Over time, however, China has significantly improved its carbon efficiency, reducing its CO₂ emissions per $1 billion of trade. This improvement suggests a shift toward cleaner technologies, better energy standards, and a growing focus on environmental responsibility alongside economic growth.

Explore the journey, achievements, and professional insights of Sajjad Karbalai through engaging blog posts.