User details
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Manav Mandal
@manav_mandal_e5djeklxl
ML Engineer
Lake Los Angeles, CA, United States
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Member since: Jan 22, 2025• Analysed 500+ hours of video data to study patterns in infant behaviour, using statistical methods to draw actionable insights for interdisciplinary research.
• Validated 3D scene reconstruction pipelines leveraging Python and advanced statistical methods, improving spatial accuracy by 12%.
• Implemented hyperparameter tuning for CNNs, reducing model overfitting and increasing training efficiency by 25%.
• Conducted exploratory data analysis and feature engineering to optimize models for depth perception studies.
. Automated dashboards using Tableau and Power BI, increasing data accessibility by 40% and reducing decision-making time by 25%.
• Created and deployed two Dialogflow bots on Google Cloud, reducing query resolution time by 40% and improving customer service personalization using advanced NLP techniques.
• Led a CV project for computer vision annotations, improving segmentation accuracy to 97%, setting a new quality standard.
• Implemented workflows to streamline the annotation process, resulting in 20% faster project completion times.