Ankit Mandpe
Data Scientist at ARKRAY, Inc. | IIT Jodhpur Alum | Turning Signals into Strategy @ Optica & WorldQuant
- Role
- Data Scientist at ARKRAY, Inc.
- Location
- Nagpur, MH, IN
- LinkedIn followers
- 500 followers
About Ankit Mandpe
I’m a data scientist with hands-on experience in building intelligent systems for decision-making, forecasting, and automation. Whether it\'s optimizing trade execution for hedge funds, predicting urban traffic with generative AI, or building fault detection systems for industry 4.0, I thrive at the intersection of data, algorithms, and action. What I bring:• Experience with real-time data pipelines, predictive modeling, and time-series forecasting• Strong foundation in machine learning, deep learning, and optimization• Ability to go from raw data → deployed solutions, with performance monitoring• Collaborative mindset from working across engineering, research, and strategy teams I’ve delivered high-impact projects in:• Finance – Algorithmic trading, alpha signal generation, execution optimization• Mobility – Traffic forecasting using GNNs & generative models• Industry – Fault detection using unsupervised learning & hybrid modelingI’m always excited by complex problems and systems that require both analytical depth and creative thinking.
Experience
Data Scientist
Jul 2025 — Present · Pune, IN
Education
Indian Institute of Technology Jodhpur
Bachelor of Technology - BTech
2021
Prerna junior College
High School Diploma
2020 — 2021
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