Prakul Sanjith Selvakumar

LLM-powered resume tailoring that maps job descriptions through a rapid questionnaire and generates ATS-friendly PDFs in under 10 seconds.

• Built a 6-question interactive CLI that leverages Llama 3.3 to extract and map job-critical skills.
• Generates ATS-compliant PDFs tuned for common applicant tracking systems.
• Engineered a modular prompt pipeline for runtime context assembly with cover letter generation.

Real-time gesture recognition pipeline that classifies hand gestures live from a webcam feed.

• Built a real-time gesture recognition pipeline using MediaPipe hand landmarks, OpenCV, and scikit-learn.
• Collected a 700-sample, 7-gesture landmark dataset; normalized it to be invariant to hand position and size.
• Trained a random forest classifier (80/20 split) to label gestures live from a webcam feed.

• Directed design of a sensor-equipped robot (gyroscope, infrared control, magnetic detection) from concept to competition.
• Led a 4-person team through planning, prototyping, and validation with 100% object detection accuracy.
• Achieved 2nd place provincial finish and presented technical results to industry judges.

2nd Place provincial finish with our competition team.

Prototype testing: gyroscope and magnetic detection systems.

Drag-and-drop UI that abstracts JSON schemas into visual AI workflows, eliminating syntax errors in MCP integrations.

• Engineered a visual workflow builder that transforms complex JSON schemas into intuitive drag-and-drop methods.
• Designed a logic-flow architecture to eliminate common integration errors and reduce setup time by 70%.
• Designed a template marketplace and pitched technical architecture to investors.

• Maintained zero-incident safety record across 12-hour shifts using WHMIS and CSTS protocols.
• Coordinated with pipefitters and HDPE specialists, managing handoffs to maintain workflow continuity.
• Demonstrated adaptability and communication in a multidisciplinary team with heavy machinery operators.

On-site safety and coordination at Woodfibre LNG Project.

Daily operations and safety-first execution.

• Provided compassionate emotional support to diverse patients in stabilizing, therapeutic environments.
• Maintained strict confidentiality and professional boundaries in compliance with healthcare regulations.
• Adapted de-escalation strategies to address sensitive situations with empathy and professionalism.