System Initialized: Multi-Disciplinary EnTC Engineer
Muskan Gujar
Architecting intelligent systems where AI, hardware, and high-availability operations converge.
The Objective
Turning experimental models into production-grade intelligence.
I specialize in building end-to-end perception pipelines and conversational AI that solve real-world problems. From transit safety to medical diagnostics, my work bridges the gap between raw data and actionable insight.
Currently at NielsenIQ, I manage enterprise-scale cloud operations, ensuring stability and performance.
Professional Log
Experience
Associate Support Engineer
Handling Business As Usual (BAU) operations and implementing cloud workarounds across hybrid Azure & GCP environments. My expertise lies in handling issues and performing robust system monitoring.
Intern : Engineer, NEC Program
Supported incident workflows and deployment validation pipelines. Pioneered proactive monitoring protocols that scaled production resilience.
AI Research Assistant
Collaborated directly with a PhD candidate on advanced neural architecture research. Optimized hybrid deep learning models through hyperparameter tuning and refinements.
Engineering Intern
Gained industrial exposure to PLC and HMI systems. Developed foundational understanding of industrial automation workflows and hardware-software integration.
Finalist
Designed an intelligent vehicle safety and awareness system. Engineered hardware modules combining proximity sensors, object detection, and collision alerts to enhance road safety through real-time physical telemetry.
Graduate Apprentice
Expanded foundational software engineering skills, focusing on Object-Oriented Programming (OOP) and Data Structures & Algorithms (DSA). Gained practical experience with Java, Python, and enterprise databases (SQL/PLSQL) while heavily emphasizing professional soft skills.
Strategic
Impact
Training & Placement Coordinator
Orchestrated placement drives and acted as the bridge between industry heads and the engineering cohort. Designed the visual identity and billboards for the placement team's outreach.
Head of Test Series Committee
Engineered the end-to-end infrastructure for placement test series. Responsible for designing technical exams, conducting skill-gap workshops, and managing the core evaluation pipeline.
Beyond the
Horizon
The current deployments are only the foundation. My technical roadmap includes upcoming research in Transformer-based edge perception, distributed neural architectures, and self-evolving automation scripts.