Pothole detection & reporting
Led a Georgian College big data project for Barrie Transit. Built a road-management support prototype with a Raspberry Pi, Python, Tiny-YOLO, and Raspbian OS, reporting 85% accuracy in pothole detection.
I’m Jestin K Jacob. I connect business questions to clear analysis, useful reporting, and data tools people can act on.
Curious by nature. Grounded in the details. Focused on useful outcomes.
My work sits where data, technology, and real-world needs meet.
With a foundation in electronics and graduate training in big data analytics and marketing research, I bring both technical curiosity and a business-focused point of view to analysis.
I’ve produced reports, forecasts, and market assessments; extracted and cleansed data with SQL; and built projects that turn complex inputs into something people can use. I care about making the work accurate, maintainable, and clear to the people who rely on it.
From computer vision prototypes to customer research, each project starts with a problem worth understanding.
Led a Georgian College big data project for Barrie Transit. Built a road-management support prototype with a Raspberry Pi, Python, Tiny-YOLO, and Raspbian OS, reporting 85% accuracy in pothole detection.
Graduate electronics project combining voice commands with face-detection security to verify who is controlling the assistant.
Used qualitative and quantitative research to understand consumer needs and examine how virtual-assistant features influence the customer experience.
Created an electronics mini-project that detects a face and displays the authorized person’s information in a pop-up interface.
Reporting, data quality, and coordination experience at Georgian College.
Georgian College
Languages, platforms, and tools from analytics, research, data engineering, and systems work.
Python · R · SQL · Java · C · C# · Scala · HTML · CSS · Flask · XML · JSON · CSV
Power BI · Tableau · SAS · IBM SPSS · Qualtrics · Google Analytics · Esri Story Maps · Environics
Hadoop · Spark · Hive · Pig · Kafka · Sqoop · Elasticsearch · Kibana
Azure SQL Database · MongoDB · Oracle · SQL Server · SSIS / SSRS · AWS · Google Cloud Platform
Jupyter Notebook · Spyder · Anaconda · Postman · VMware · Excel · PowerPoint · Word · Linux · Raspbian OS · Windows · networking · Raspberry Pi · Arduino · ESP8266 · server assembly and maintenance
Graduate certificates in research, big data, and electronics form the foundation of my work.
Graduate Certificate · Centennial College, Canada
Graduate Certificate · Georgian College, Canada
Graduate Certificate · Mar Augusthinose College, India
Have a question, a data challenge, or an opportunity to discuss?