Enhanced security and attendance with a modified FaceNet and facebox detector for high-speed edge deployments.
Developed posture correction and rep-counting solutions using OpenPifPaf, quantized for TensorRT mobile edge devices.
Customized and quantized MobileNetV2 to optimize training/inference for fish-eye camera systems.
Built an automated scoring engine to streamline ML hackathon evaluations.
Deployed hyperspectral imaging on Jetson Nano edge models to assess crop health and moisture.
Engineered vision-based on-premise and edge solutions for rapid fire and threat detection.
Created a dynamic itinerary generator using multi-head genetic algorithms and RAG from YouTube and Instagram data.
Leveraged OpenAI Whisper and Gemini Pro to develop gamified training modules with voice interactivity.
Fine-tuned LLMs for personalized knowledge-based retrieval augmented generation (RAG) and automated ticketing.
Deployed multi-modal LLMs to generate children’s story books with animated sequences and consistent character development.
Developed a multi-agent framework for content creation, integrating research, generation, review, and publication. Currently extending into multi-modal applications (projects, short videos, anime series).
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