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Skills & Expertise (48)
Work Experience
Deep Learning Research Intern
IntoAEC
Jun 2025 - May 2026
Built and deployed Estimate AI Agent (in production) — an agentic LLM-powered system that autonomously analyzes construction project requirements and generates full Bills of Quantities (BOQs) with real-time market pricing, replacing manual estimation workflows. Built and deployed Floor Plan Analyzer (in production) — a computer vision pipeline combining CNN-based semantic segmentation and one-shot learning to detect and classify architectural components (walls, rooms, doors, windows) and compute room-wise area for cost and design optimization. Implemented one-shot learning for architectural component detection, enabling the model to generalize to unseen floor plan layouts with minimal labeled data, improving coverage across diverse architectural styles. Engineered preprocessing pipelines and conducted multi-architecture benchmark comparisons (U-Net, DeepLab, custom CNNs) to maximize segmentation accuracy and robustness. Collaborated on end-to-end production deployment, managing model versioning, inference optimization, and integration with the core product platform.
AI Video Analytics Intern
Intel Unnati Industrial Training
Jun 2025 - Jun 2025
Architected real-time video analytics pipeline using DL Streamer and OpenVINO for intelligent media processing with object detection and classification on Intel hardware (Xeon CPU + iGPU). Developed Python automation framework to dynamically control GStreamer pipelines and orchestrate concurrent processing workflows, enabling scalable batch inference. Optimized deep learning model inference for Intel-specific hardware acceleration, improving throughput and processing accuracy through targeted model tuning.
Education
B.Tech — Computer Science & Engineering (Gaming Technology) - SRMIST
2023 - 2027 · Afghanistan
Certifications
Pipeline Creation using DL Streamer & System Scalability for Intel Hardware
Intel Unnati Industrial Training · 2025
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Skills (48)
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