Summary
Overview
Work History
Education
Skills
Websites
Timeline
Generic

Ahmad Bacha

Alexandria

Summary

I am an AI-focused researcher and systems engineer with 17 peer-reviewed publications and 208+ citations, specializing in medical AI, predictive analytics, cybersecurity, and multimodal diagnostic intelligence. My work develops integrated frameworks that combine transformer-based NLP, EEG/voice analytics, facial-emotion modeling, liquid-biopsy biomarkers, and advanced ML pipelines for early detection of cancer, cardiac events, neurological disorders, and mental-health conditions. I have created hybrid diagnostic algorithms—including graph-based neural interpreters, VPSYC emotional-health systems, disease-forecasting models, and federated-learning security architectures—that enhance clinical decision-support and enable privacy-preserving healthcare AI. Alongside my research, I bring strong operational experience in enterprise IT, covering LAN/WAN engineering, VLANs, firewalls, VPNs, cloud integration, disaster recovery, and secure system administration. This combined expertise positions me at the intersection of cutting-edge medical-AI innovation and high-reliability IT infrastructure, delivering both scientific impact and practical technical execution

Overview

8
8
years of professional experience

Work History

Field Network Technician

Pinnacle Software Solutions
10.2024 - Current

Configure and optimize enterprise-grade network infrastructure—including routers, switches, firewalls, and secure remote-access systems—ensuring high availability and reliable connectivity across distributed environments. Diagnose and resolve advanced network and server issues through proactive monitoring and remote/on-site troubleshooting, minimizing disruptions and strengthening overall performance and security. Support application deployments, user access provisioning, and system configurations while maintaining compliance with industry best practices and continuously advancing technical expertise.

Network & Systems Technician

Soft Nice Inc
03.2024 - 10.2024

Provided enterprise-grade network and systems support across hybrid infrastructures, executing disaster-recovery operations, secure data-backup workflows, and organization-wide security compliance. Diagnosed and resolved complex hardware, software, and network issues while managing antivirus platforms, email security systems, and monitoring consoles to maintain high availability and threat resilience. Designed, configured, and validated networking software, OS environments, and hardware components to ensure scalable, stable, and security-hardened IT operations.

Network Technician

InfoTech
01.2018 - 01.2020

Engineered and maintained secure LAN/WAN infrastructures, deploying Cisco-based solutions including VLANs, trunking, Inter-VLAN routing, port security, and comprehensive LAN hardening. Implemented Remote Access VPN services and integrated IP camera surveillance systems, ensuring reliable connectivity and operational stability across sites. Delivered rapid user support and maintained detailed technical documentation to sustain consistent network performance and organizational continuity.

Education

MSIT - Information Technology Systems and Management

Washington University of Science and Technology
Alexandria, VA, USA
12.2023

Bachelor - Computer Science

Hazara University
Mansehra, Pakistan
01.2017

Skills

    AI, NLP & Predictive Modeling
    Develops transformer-based NLP and multimodal risk-assessment models integrating text, voice, EEG, and behavioral signals for clinical diagnostics

    Speech & Behavioral Signal Processing
    Extracts vocal biomarkers using pitch tracking, speech-rate metrics, RMS/ZCR patterns, pause ratio, and spectral analytics for stress and emotion assessment

    Computer Vision & Facial Emotion Recognition
    Builds real-time emotion-analysis systems using DeepFace/FER/OpenCV, including micro-expression detection, emotion-distribution modeling, and facial-stress scoring

    Digital Health Intelligence & Screening
    Designs PHQ-9/GAD-7–aligned screening logic, multimodal risk-scoring engines, and 7-day wellness-trend analytics for early mental-health evaluation

    End-to-End Python Application Engineering
    Delivers modular, production-ready AI applications using Python/Streamlit with secure state management, real-time analytics, and cross-platform deployment

    Enterprise IT Infrastructure & Cloud Systems
    Strong foundation in Windows Server, AD/IAM, Azure integration, virtualization, VLANs/VPNs, firewalls, and enterprise-grade troubleshooting across complex networks

Timeline

Field Network Technician

Pinnacle Software Solutions
10.2024 - Current

Network & Systems Technician

Soft Nice Inc
03.2024 - 10.2024

Network Technician

InfoTech
01.2018 - 01.2020

Bachelor - Computer Science

Hazara University

MSIT - Information Technology Systems and Management

Washington University of Science and Technology