AJ.
Available for Opportunities

Aaron Johns

B.Tech in Artificial Intelligence & Data Science specializing in autonomous systems, robotics, and machine learning.

Kottayam, Kerala, India
aaronjohns2004@gmail.com+91 87140 13438GitHubLinkedInDownload PDF Resume

Leadership & Experience

Founder

Drone Club – SJCET

Established the college's first drone club. Organized workshops, competitions, and hands-on drone development sessions for students to foster interest and expertise in autonomous systems.

Software Head

NIDAR 2025

Headed the software division to develop an autonomous drone system for precision agriculture, optimizing payload drop mechanisms and custom imaging workflows for efficient crop monitoring.

Team Lead

Vitals 24

Led a multidisciplinary team to build "Bromance," a comprehensive ADHD-focused accessibility application featuring specialized typography and interactive querying methodologies.

Main Projects

AI-Driven Pandemic Simulation

GAMA Platform
  • Implemented SEIDR and multi-fidelity physics-informed neural networks in GAML to simulate disease spread dynamics under varying intervention scenarios.
  • Engineered agent decision rules and physics-based constraints for high-fidelity infection modeling.
  • Developed real-time visualizations and comparative analytics for policy impact assessment.

Long-Context Token Gater

LLM Optimization
  • Developed a modular system to optimize how LLMs process long-form data.
  • Implemented specialized gating modules using hybrid, joint entropy, and quantum-based logic.
  • Includes scripts for mass query execution and synthetic QA generation.

Bromance App: ADHD Attention Methods

1st Place • Vitals 24Flutter / Cross-Platform
OpenDyslexic Typography: Integrated specialized fonts to letters from appearing to flip or rotate.
Interactive Querying: Replaced passive reading with an active retrieval system, encouraging users to engage with data through searching and questioning.
Cross-Platform UI: Built with Flutter to ensure a predictable and uniform interface across Android, iOS, Web, and Desktop, reducing the cognitive effort needed to navigate different devices.

Technical Skills

Software & Data

PythonOpenCVPyTorchPandasNumPySQLRGAMA PlatformMatplotlibGitJupyter

Hardware & Robotics

NVIDIA Jetson Orin NanoRaspberry Pi 4Arduino UNOESP32PixhawkGNSS ModulesSiyi A8 MiniSkydroid T12LoRa HATUART / I2C / SPI

Competitions & Awards

SAEIndia ADDC 2026

Autonomous Drone Development Challenge

Developed QR detection algorithm and automated payload drop mechanism for a fully autonomous drone in live flight competition.

AIR 20

NIDAR 2025

National Drone Competition

Design Review AIR 5, Business Plan AIR 8, Ignite Prize AIR 13.

Overall AIR 12

Business Plan Presentation

SAEIndia, SJCET

Presented viable startup plan with cost analysis, market strategy, and prototype validation; ranked 1st among 10+ teams.

1st Place

Vitals 24

IEEE, Sahrdaya College

Created Bromance app for ADHD students; outperformed 700+ teams; Prize USD 500.

1st Place

Blitzkrieg Hackathon

Sacred Hearts College, Kochi

Solved 4 timed algorithmic challenges under 3-hour constraint; outperformed 10+ teams; Prize INR 8,000.

1st Place

Astra 2024 Secret Syntax

Sacred Hearts College, Kochi

Wrote and debugged code without looking at the screen; Prize INR 4,000.

1st Place

Codezilla Hackathon

ADSA, SJCET

Completed multiple timed coding challenges focused on optimization and logic.

2nd Place

3rd SAEISS Autonomous Drone Challenge 2024–25

SAEIndia Southern Section

Achieved 17th nationally and 2nd in Kerala.

17th Nationally

Education

B.Tech in Artificial Intelligence and Data Science

St. Joseph’s College of Engineering and Technology

Machine LearningAI & Data ScienceBig Data AnalyticsRoboticsAlgorithm AnalysisStatistical Modeling

Choondachery, Kerala

CGPA: 7.71