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aravind reddy dudipala
Looking for a jobSenior Data Scientist
Senior Data Scientist at Dimensionless Technologies building real-time ML systems, including a paper-quality pipeline used by plant-floor operators.
IndiaSenior Data Scientist at Dimensionless Technologies
About
At Dimensionless Technologies, I develop client machine-learning projects from raw data through to validated, working solutions, and advise clients on how to scope their projects.
For paper manufacturing, I built a real-time Ring Crush prediction pipeline using mill sensor data. Its predictions feed a Tableau dashboard used by plant-floor operators to catch quality deviations while they can still be corrected.
I also designed an early-warning system for paper-machine sheet breaks, turning a rare-event classification problem into real-time alerts. For pool water chemistry, I built UV-Vis models and a calibration-transfer approach, then deployed the final model as a live FastAPI service.
Beyond client work, I built GhostVet, a scanner for specific mistakes made by AI coding assistants, and developed Compile, an LMS platform for automated grading and concept-level mastery tracking. I also design and deliver AI/ML curricula and corporate training.
Experience
Senior Data Scientist
Develops ML models for client data science projects, taking each from raw data through to a validated, working solution. Provides data science consulting and technical advisory to clients shaping project scoping and approach.
Machine LearningData ScienceConsultingTechnical Advisory
AI Product Development
Owned the idea, ML architecture, and engineering end to end for an independent AI product build. Built GhostVet, a scanner that catches specific mistakes AI coding assistants make, such as hallucinated dependencies and deprecated patterns.
AI Product DevelopmentMachine LearningEngineeringGhostVetAI Coding Assistants
Compile LMS Platform Builder
Built the platform behind Unicus Learning, including automated grading and mastery tracking broken down by concept. Added a weighted placement-readiness score that decides who is ready to be shown to a hiring client.
Education
IIIT Hyderabad
Advanced Certification in AI & Machine Learning from IIIT Hyderabad.
Osmania University
M.B.A. in Human Resources from Osmania University.
Osmania University
B.Sc. in Mathematics, Electronics, and Computer Science from Osmania University.