Projects
Research and systems
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SystemsDebloatBench / BloatProfilerContainer security · benchmarking
A unified platform for comparing container debloaters across attack-surface reduction, CVE mitigation, image-size reduction, and execution correctness.
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LLVMCompiler OptimizationsLLVM · C++ · high-performance computing
Implementations of three research-driven compiler optimization techniques for performance-focused workloads.
Machine learning and computer vision
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MLMultimodal Fake News ClassificationBERT · computer vision · multimodal learning
Fuses BERT-based text features with CNN-derived visual representations and evaluates accuracy, precision, recall, and F1.
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VisionCOVID SOP Violation DetectionPython · OpenCV · PyTorch · YOLOv5
A real-time multi-camera pipeline for mask detection, top-view projection, and crowd-density heatmaps.
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SpeechAudio Sentiment AnalysisPython · speech processing · classification
Classifies emotion in 7,442 CREMA-D clips using MFCC, mel, chromagram, and spectral features across multiple classifiers.
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MLNetflix Recommendation SystemScikit-learn · NLP · unsupervised learning
Builds content representations with NLP and uses unsupervised clustering to model similarity and generate personalized recommendations.
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NLPFake Tweet DetectionPython · ensemble learning · social data
Uses profile attributes and tweet patterns to identify fabricated social content.
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RoboticsCozmo’s Star Wars OdysseyComputer vision · LLMs · robotics
Combines visual character recognition, LLM-driven narrative generation, and question answering for context-aware interaction with a Cozmo robot.
Product development
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MobileLUMS Student PortalReact Native · JavaScript · Firebase
A cross-platform portal for academic deadlines, GPA calculation, communication, and real-time data.
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HCIAfloatUX research · interface design
A product case study supporting students’ social and mental well-being after COVID-19.