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Ruturaj Dixit
Junior Data Scientist specializing in AI/ML and product analytics
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Applied ML/data scientist who has owned backend-heavy AI systems end-to-end, including a market-signal platform on FastAPI/AWS and rapid MVP delivery in medical computer vision. Particularly interesting for teams needing someone who can combine model development, backend APIs, production debugging, and pragmatic low-latency architecture decisions.
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Key Strengths
- Built an end-to-end ML backend on AWS EC2 with FastAPI and SQL
- Designed low-latency inference workflows for real-time prediction use cases
- Strong applied ML evaluation using RMSE, MSE, hit rate, directional bias, and latency metrics
- Practical architecture tradeoff judgment between speed, simplicity, and scalability
- Debugged production prediction errors caused by timestamp misalignment in live market data
- Experience shipping ambiguous MVPs quickly, including a medical object detection prototype in hours
- Domain awareness in high-stakes medical ML where precision is critical
- Hands-on AI integration across OCR, CV pipelines, and LLM-based structuring workflows
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Experience
Education
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Publications
1 publication
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