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RghavSrdhtra/README.md

Raghav Sardhotra Header

About Me

I am a Computer Science undergraduate (B.Tech '27) working across machine learning, computer vision, and media production.

Most of my software work involves building end-to-end applications, from deep learning models in PyTorch to real-time dashboards and IoT pipelines. Alongside software engineering, I have a strong background in video and image editing using Adobe Premiere Pro, After Effects, and Photoshop, paired with a focus on clean UI/UX design in Figma.

  • Machine Learning & Vision: Training CNNs in PyTorch, multimodal data fusion, and practical model deployment.
  • Video & Image Editing: Skilled in Adobe Premiere Pro, After Effects, and Photoshop for video cutting, motion graphics, color correction, and asset design.
  • Design & UI/UX: Designing clean interfaces in Figma, building dark-mode dashboards, and maintaining solid visual hierarchy.
  • Systems & Automation: Hands-on with Python, C/C++, JavaScript, Node.js, Docker, and workflow automation.

Featured Projects

A centralized emergency management dashboard built for rapid incident tracking and resource dispatch.

  • Visualizes incoming emergency events and automatically recommends the closest response units.
  • Connects to Google's Gemini Flash model to produce tactical summaries for operators under pressure.
  • Built with a low-latency, dark glassmorphism interface to keep information readable during high-stress situations.
  • Stack: JavaScript (ES6+), Gemini Flash API, CSS, Vite

An agricultural monitoring setup combining IoT sensor telemetry and deep learning for silkworm farmers.

  • Employs a custom PyTorch CNN for early disease identification and automated cocoon grading.
  • Ingests environmental telemetry (temperature, humidity, air metrics) transmitted over MQTT.
  • Includes a React dashboard providing farmers with real-time analytics and threshold alerts.
  • Stack: Python, PyTorch, C++, MQTT, React 18

A PyTorch framework built to process and classify multimodal data streams.

  • Combines image data with structured text features using late-fusion neural architectures.
  • Includes modular preprocessing pipelines with Pandas and NumPy, plus evaluation visuals in Plotly.
  • Stack: Python, PyTorch, Pandas, NumPy, Plotly
  • Local GenAI & Media Pipelines: Custom ComfyUI workflows for image and video synthesis, plus Whisper-based speech transcription and TTS tooling.
  • AI Intrusion Detection (AI IDS): Machine learning models applied to network telemetry for anomaly and intrusion detection.
  • Stack: Python, ComfyUI, Whisper, OpenCV, Scikit-learn

Skills & Tools

Languages & Frameworks

Python C C++ JavaScript (ES6+) React Node.js HTML5 CSS3 SQL

AI, ML & Data

PyTorch TensorFlow OpenCV Pandas NumPy Gemini API ComfyUI Whisper

Video, Image & UI Design

Adobe Premiere Pro Adobe After Effects Adobe Photoshop Figma UI/UX Design

Tools & Platforms

Git GitHub Docker Vite UiPath Wireshark Linux


Certifications

  • Google Cybersecurity Professional Certificate (Coursera)
  • Cybersecurity Operations Fundamentals (Cisco)
  • Automation Explorer Training (UiPath Academy)

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