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Work Background
One NetworkSenior AI Engineer
Jul. 2025Led the development of 3 enterprise-grade AI systems used directly by C-suite executives for strategy, project oversight, and HR decision-making.
Built a secure HRMS RAG-based chatbot enabling real-time, natural language access to key employee insights (e.g., burnout signals, performance gaps).
Created an HR analytics engine surfacing anomalies in attendance, compensation, and promotions, driving data-backed leadership decisions.
Developed ClickUp Automation dashboards to highlight bottlenecks and accountability issues across all engineering units.
Delivered a keynote on Generative AI at ITC Asia 2025 and represented One Network at tech expos and media platforms as a public-facing AI evangelist.
Acted as strategic liaison between ex
RapidevMachine Learning Engineer
Aug. 2024 - Dec. 2024IslamabadDeveloped and deployed a real-time face recognition system for surveillance and defense use cases. Built a complete ML pipeline using Python, OpenCV, FastAPI, and Milvus Vector Database for high-speed facial embedding retrieval and matching. Processed noisy radio and walkie-talkie audio data using NVIDIA NeMo and Whisper AI for accurate speech-to-text conversion. Integrated Meta SeamlessM4T for real-time multilingual transcription and translation of field communications. Optimized ML inference pipelines for live video streams and real-world audio under noisy and variable conditions. Conducted system testing using dense video footage from public rallies and real-world events to ensure accuracy and reliability. Collaborated in an Agile team environment, contributing to model training, fine-tuning, deployment, and performance evaluation.
Pakistan Air ForceFlight Lieutenant - IT officer
Jun. 2023 - Jul. 2024Rawalpindi, Punjab, PakistanServed as a core technical team member for CALMS, a mission-critical enterprise system for managing clothing, asset tracking, and logistics across PAF. Contributed to backend and frontend development, database design, and system integration for seamless operations across units. Worked closely with logistics officers and end-users to gather functional requirements, improve UX, and streamline workflows. Conducted QA testing, performance optimization, and regular deployments in secure environments. Ensured data integrity, system uptime, and information security in compliance with military-grade standards. Provided end-user training, documentation, and technical support across geographically dispersed units. Collaborated with cross-functional teams in Agile-style cycles to roll out iterative enhancements and bug fixes.
Pakistan Air ForceFlight Lieutenant - Officer Incharge IT Centre
Apr. 2022 - Jun. 2023Quetta, Baluchistan, PakistanManaged complete operations of the Base IT Centre, including network infrastructure, cybersecurity, systems administration, and team leadership. Led a team of technical staff responsible for network uptime, hardware/software maintenance, and tier-1/2 support services. Implemented and enforced IT governance policies, ensuring data security, disaster recovery preparedness, and 24/7 system availability. Coordinated with Air Headquarters, command-level officers, and interdepartmental units to ensure uninterrupted IT service delivery. Introduced SOPs, monitoring dashboards, and performance tracking systems to boost operational efficiency and reduce downtime. Oversaw IT procurement, budget management, and asset lifecycle planning aligned with organizational mission and defense requirements.
Pakistan Air ForceFlight Lieutenant - Machine Learning Engineer
Mar. 2021 - Apr. 2022Islāmābād, PakistanPromoted to Flight Lieutenant for exceptional performance in technical leadership and innovation. Led the design, development, and deployment of AI/ML models to support data-driven decision-making in operational environments. Directed cross-functional teams to implement machine learning pipelines within secure, air-gapped infrastructures. Focused on model optimization, automation of workflows, and seamless integration with legacy defense systems. Delivered insights from structured and unstructured data, contributing to strategic planning and mission readiness. Maintained strict adherence to information security policies, ethical AI practices, and military compliance standards.
Pakistan Air ForceFlying Officer - Machine Learning Engineer
Nov. 2018 - Mar. 2021Islāmābād, PakistanDeveloped and deployed machine learning models to support mission-critical operations and data-driven strategic decisions. Worked in a cross-functional AI team applying real-time analytics to high-impact defense projects. Performed data preprocessing, feature engineering, model training, and validation using Python, TensorFlow, and scikit-learn. Built custom algorithms for predictive analytics, anomaly detection, and pattern recognition in operational datasets. Ensured data privacy, ethical AI compliance, and model integrity within classified environments. Delivered actionable intelligence through model optimization, hyperparameter tuning, and continuous evaluation cycles.
Pakistan Air ForceFlying Officer - Trainee
Mar. 2018 - Nov. 2018Lahore, Punjab, PakistanSuccessfully completed comprehensive IT training program focused on military-grade systems and operational readiness. Acquired hands-on expertise in IT infrastructure, network administration, and system configuration. Trained in cybersecurity protocols, information assurance, and secure communication systems used across the Pakistan Air Force. Developed skills in structured troubleshooting, incident response, and secure data handling within classified environments. Prepared for deployment in high-stakes scenarios requiring mission-critical IT support and rapid problem resolution.
Pakistan Air ForceIT Officer Trainee- Military Cadet
Oct. 2017 - Mar. 2018Risalpur Cantonment, Khyber Pakhtunkhwa, PakistanCompleted initial military training as part of the Pakistan Air Force officer commissioning program. Gained foundational expertise in leadership, strategic thinking, discipline, and defense operations. Trained in tactical drills, marksmanship, team coordination, and military protocol adherence. Strengthened decision-making under pressure, adaptability, and situational awareness in high-stress environments. Studied basic aviation principles, military ethics, and command responsibilities aligned with PAF standards.
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