Daily Motivation
Just because something doesn't do what you planned it to do doesn't mean it's useless.
Thomas Edison
Kanishk Varshney
AI/ML Leader | Building Scalable GenAI & ML Systems
$1M+ ARR • 10K+ images/hour • 20%+ cost reduction
Staff Machine Learning Engineer
Warner Bros. Discovery
2025 - Present
“Multimodal systems for scene-level video search”
Building LLM-driven pipelines for dense video metadata and natural language search.
- Built dense metadata pipelines for scene-level video understanding
- Enabled natural language search across scenes using LLMs
- Structured video content into queryable multimodal representations
PythonGCPLLMsGraphsAgents
Data Science Manager
AiDash India Pvt. Ltd.
2021 - 2025
“Building and scaling AI/ML systems for satellite data.”
Led ML systems for processing satellite imagery into infrastructure and risk insights.
- Built satellite imagery ML pipelines processing 10K+ images/hour
- Developed vegetation and infrastructure detection models using CV
- Deployed production systems driving $1M+ ARR
GenAIPyTorchGeospatialMultimodal
Senior Research Engineer
Netradyne India Pvt. Ltd.
2016 - 2021
“Real-time computer vision for driver safety.”
Built production CV systems for fatigue and distraction detection.
- Built yawn detection system using EfficientNet + LSTM (95%+ accuracy)
- Developed real-time drowsiness detection using eye closure and blink signals
- Engineered seatbelt detection system (98%+ accuracy) robust to lighting conditions
Computer VisionAWSEdge MLCUDA
May 11, 2022
Geospatial Image Co-registration: Part-1
Article on engineering, systems, and model reliability.
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Jun 13, 2021
Python Documentation: Getting Started
Article on engineering, systems, and model reliability.
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Jul 13, 2021
Python Is Fun: Tricks of the Trade
Article on engineering, systems, and model reliability.
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Jan 17, 2024
Codyssey Unveiled: Embark on Your Journey to Coding Excellence
Article on engineering, systems, and model reliability.
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Nov 27, 2022
Parallelization in Python
Article on engineering, systems, and model reliability.
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Jun 18, 2021
Python Documentation: Generating HTML using Sphinx
Article on engineering, systems, and model reliability.
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18/674,746US12444004B2Active
Filed: 05/2024Systems and methods for road infrastructure management
Methods and systems for road infrastructure management using 360-degree imagery and trained models to detect and aggregate defects, estimate geolocations, and generate actionable reports for transportation operations.
View abstract18/069,842US12530787B2Active
Filed: 12/2022Techniques for digital image registration
Systems and methods for digital image co-registration that tile reference and evaluated images, measure alignment offsets, classify aligned vs misaligned tiles, and auto-register images when tile-threshold criteria are satisfied.
View abstract05. Personal
Personal
Art and Photography as a creative outlet.
06. Contact
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