Sohit Pathak
AI & ML Engineer | IIT Madras ’24 | CSIR-NET and GATE
Satna
2+ years of work experience
Sep 20241 yr 10 mosPresent
Hyderabad, Telangana, India
Responsible for developing and deploying AI/ML solutions to address business challenges across multiple departments at Freshbus. This includes designing machine learning models, optimizing predictive analytics pipelines, and implementing data-driven strategies that improve operational efficiency, enhance decision-making, and drive business growth.
Sep 20241 yr 10 mosPresent
Architected and deployed a dynamic pricing engine using EPK-based segmentation and AWS EC2, optimizing route-level revenue across five demand tiers through real-time fare optimization. Developed a Static Revenue Projection model to estimate service-wise revenue, helping analysts understand expected daily earnings and improve insights across routes and schedules. Developed a charger allocation optimization system from scratch to minimize the number of charging points required at depots while preventing scheduling conflicts for arriving buses.
Sohit’s AI Stack
Education
Master of Technology - MTech, Industrial Mathematics and Scientific Computing (IMSC)
Indian Institute of Technology, Madras
20222 yrs2024
Master of Science - MS, Mathematics
Jamia Millia Islamia
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