Akanksha Kumari
| IGDTUW | Final Year | Head Coordinator @Taarangana | AI/ML Learner | Aspiring Web Developer | Mentee LeanIn |
Delhi
< 1 year of work experience
Jan 20253 mosMar 2025
Built an AI-driven sustainable platform using Python, Flask, and TensorFlow for event discovery and real-time assistance. Collaborated in a team of 4, handling ML pipeline design and integration with front-end. Achieved 85% model accuracy in live prediction systems, driving higher user engagement. Optimized training pipeline using GPU acceleration, cutting model training time by 25%.
Jun 20237 mosDec 2023
Created a dashboard in React.js + MongoDB that reduced report generation time from 2 hours to 15 minutes. Automated preprocessing pipeline (handling 1M+ records) using Python, Pandas, and NumPy. Accelerated ML-based decision-making speed by 30% through optimized data storage and query mechanisms. Deployed the dashboard on AWS EC2, improving accessibility for 50+ internal users. Integrated API-based data fetching to ensure real-time updates, reducing manual intervention by 40%.
Education
Computer Engineering
Indira Gandhi Delhi Technical University for Women
Bachelor of Technology
Indira Gandhi Delhi Technical University for Women
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