Engineering and AI Projects

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High Speed Train Connector

Glenair Inc. | Bologna, Italy

Engineered a high-performance electrical connector specifically for high-speed rail applications, designed for environmental resilience and meeting strict dimensional, contact, and electrical requirements.

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  • Engineered a high-performance electrical connector specifically for high-speed rail applications
  • Designed for environmental resilience, ensuring consistent operation under rain, wind, dust, and other harsh conditions
  • Met strict dimensional, contact, and electrical requirements specified by the customer
  • Balanced functional performance with manufacturability, cost, and reliability to deliver a production-ready solution

How?

  • Designed and assembled 3D connector components in SolidWorks, iterating on internal routing, wall thickness, and contact placement to optimize durability and efficiency
  • Produced detailed 2D technical drawings with GD&T specifications to support precision machining, tooling, and assembly
  • Collaborated with in-house manufacturers, electricians, and assemblers, incorporating their direct feedback to refine design and improve production workflow
  • Communicated exclusively in Italian during daily design reviews and production discussions, ensuring cross-functional alignment
  • Implemented material selection and insulation strategies, using neoprene to protect contacts from environmental stressors while maintaining electrical conductivity

Results?

  • Connector successfully passed water, heat, dust, torque, and mechanical force testing, demonstrating reliability under high-speed rail operational standards
  • Streamlined the assembly process by integrating technician feedback, improving ergonomics, alignment, and ease of installation
  • Reduced raw material usage by 15% through careful optimization of internal geometry, wall thickness, and contact layout, balancing cost, manufacturability, and performance
  • Delivered a fully production-ready, validated connector that met all customer specifications and industry standards, ready for deployment in critical infrastructure applications

Skills Applied

2D CAD Drawing Product Design SOLIDWORKS Communication Microsoft Outlook Leadership Microsoft Dynamics AX Manufacturing 3D Modeling Customer Service Italian Teamwork Computer-Aided Design (CAD) Microsoft Excel

Supporting Photos

CAD Model View

CAD Model View

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Technical Drawing

Technical Drawing

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Finished Connector

Finished Connector

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Train Application

Train Application

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Over Terrain Vehicle (OTV)

University of Maryland | College Park, MD

Led the navigation development of an autonomous over-terrain repair vehicle for crash site operations, enabling obstacle avoidance, crash site detection, and repair initiation through integrated sensor and control systems.

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  • Led the navigation development of an autonomous over-terrain repair vehicle for crash site operations
  • Enabled obstacle avoidance, crash site detection, and repair initiation through integrated sensor and control systems
  • Planned, built, and iteratively refined the vehicle from scratch under tight deadlines, managing an 8-person team
  • Coordinated full system integration and a final live demonstration to validate mission readiness
  • Optimized vehicle weight, efficiency, and reliability across multiple subsystems

How?

  • Programmed the navigation system in C++ on Arduino, implementing modular movement functions and logic loops for autonomous course correction, obstacle avoidance, and waypoint execution
  • Developed Python-based sensor fusion algorithms and integrated ultrasonic sensors for real-time obstacle detection and navigation optimization
  • Built and integrated a Wi-Fi telemetry module for real-time communication, enabling on-the-fly adjustments during field testing
  • Engineered vehicle geometry in CAD and selected optimized materials to reduce weight by 30% while maintaining stability and efficiency
  • Configured and built a mechanized arm in SolidWorks and 3D printed prototypes, testing range of motion, load capacity, and repeatability
  • Conducted finite element analysis (FEA) and physical stress testing to validate deformation, factor of safety, and structural integrity
  • Performed iterative field tests across varied terrains to refine navigation accuracy, timing, and system responsiveness

Results?

  • Vehicle successfully navigated under bridges, around obstacles, and into the designated crash site zone, demonstrating robust terrain traversal
  • Navigation system performed reliably across trials, completing mission courses with a 95% success rate
  • Overall mission efficiency improved by over 5 minutes through optimized navigation and sensor fusion algorithms
  • Achieved 30% vehicle weight reduction without compromising structural integrity or navigation performance
  • Attempted crash site repair was unsuccessful due to torque limitations in the arm motor, highlighting areas for future mechanical improvements
  • Successfully integrated navigation, sensors, and mechanized arm subsystems for a fully functional prototype ready for further testing and iteration

Skills Applied

C++ Programming Python Arduino Autonomous Systems Navigation Systems Wi-Fi Integration Real-time Communication System Integration Field Testing Project Management Problem Solving Robotics Embedded Systems

Supporting Photos

OTV Vehicle Overview

Vehicle Overview

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Navigation System

Navigation System

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Field Testing

Field Testing

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Anti-Nitrate Water Vessel

Northrop Grumman Innovation Lab | UMD

Designed an autonomous vessel to track nitrate pollution entering the Chesapeake Bay, supporting environmental preservation efforts through onboard sensing systems and sensor calibration.

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Tia.ai

Personal AI Project

Developed Tia.ai, a voice-activated assistant that helps users stay organized, focused, and motivated through intelligent task and goal management with an empathetic, professional AI personality.

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  • Developed Tia.ai, a voice-activated assistant that helps users stay organized, focused, and motivated through intelligent task and goal management
  • Enabled automatic goal detection, contextual coaching, and task prioritization with an empathetic, professional AI personality
  • Built a dual-interface system: lightweight Electron overlay for instant access and a Flask web dashboard for detailed tracking
  • Integrated real-time voice interaction, emotional intelligence, and context-aware responses for personalized productivity support

How?

  • Backend AI & NLP (Python): GPT-4o-mini integration with goal detection using regex and 30+ linguistic indicators, hybrid memory storage (SQLite for goals, JSON for tasks), and personality-driven contextual responses
  • Frontend (Electron, HTML/CSS/JS): Responsive overlay with glassmorphism, typewriter-style AI responses, real-time speech recognition, study timers, and visual session tracking
  • Integration & Automation: Flask REST API for cross-interface synchronization, global keyboard shortcuts, real-time telemetry, and robust error handling
  • API & System Features: Google Speech Recognition and Web Speech API for voice input, calendar-ready framework, modular architecture for scalability

Results?

  • Core functionality achieved: full CRUD task/goal management, GPT-powered NLP, dual speech recognition with 95%+ accuracy
  • Performance & UX: overlay loads in under 3 seconds with <50MB memory, real-time data sync across interfaces, and seamless voice-driven command execution
  • Advanced features: smart date parsing, automatic priority detection, historical completion analytics, and personalized coaching based on user behavior
  • Optimization: <2 second AI response times, A/B-tested interaction patterns, long-term memory retention, and scalable storage architecture
  • Delivered a fully functional, production-ready AI assistant combining AI, web technologies, and user-centered design

Skills Applied

Python GPT-4o-mini Natural Language Processing Electron Flask SQLite HTML CSS JavaScript REST API Speech Recognition AI Development Frontend Development Backend Development User Interface Design Machine Learning Emotional Intelligence

Supporting Documentation

Tia.ai Interface Screenshot 1

Tia.ai Interface Screenshot 1

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Tia.ai Interface Screenshot 2

Tia.ai Interface Screenshot 2

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Maintenance Checklist

Space Copy | Wilmington, Delaware

Developed a comprehensive maintenance checklist for advanced lunar 3D printer cooling systems, ensuring optimal operational temperatures in extreme extraterrestrial environments.

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  • Developed a comprehensive maintenance checklist for advanced lunar 3D printer cooling systems
  • Ensured optimal operational temperatures in extreme extraterrestrial environments
  • Provided a structured framework for preventive maintenance, reliability, and long-term mission success

How?

  • Conducted multidisciplinary research in thermodynamics, materials science, and fluid dynamics, modeling thermal performance in vacuum and microgravity
  • Pioneered virtual testing methodologies using computational fluid dynamics (CFD) simulations to predict system behavior under lunar conditions
  • Collaborated directly with CEO Madison Feehan, integrating theoretical insights with practical engineering constraints to ensure actionable procedures
  • Developed detailed inspection protocols, monitoring methods, and contingency procedures for all major subsystems

Results?

  • Authored a 25-page technical report serving as an essential reference for lunar printer cooling system maintenance
  • Designed robust contingency plans, anticipating potential failures and providing fail-safe protocols to maximize system longevity and operational reliability
  • Established unprecedented levels of operational resilience, supporting future lunar 3D printing missions and research

Skills Applied

Thermodynamics Materials Science Fluid Dynamics CFD Modeling Thermal Analysis Virtual Testing Technical Writing Systems Engineering Space Technology Failure Analysis Risk Assessment Lunar Engineering

Supporting Documentation

Maintenance Checklist Screenshot