Shreyas Joshi
IIT Madras
Pune District
3+ years of work experience
Jul 20251 yr 3 mosPresent
Bengaluru, Karnataka, India
Working on multiple projects across Agentic AI and Demand Forecasting domains. Architectured Agentic AI systems for conversational and RCA related use cases. Developed feature engineering pipelines for demand forecasting resulting in accuracy improvement across SKU's
May 20243 mosJul 2024
Bengaluru, Karnataka, India
1. Developed mathematical models to increase the forecast accuracy of demand forecasting for a product segment in UK and USA markets
2. Increased forecast accuracy for Ice Cream category by 25% and Deodorant and Fragrance category by 10%
2. Designed an end-to-end pipeline to integrate KPI's with the forecast analysis report
Dec 20235 mosApr 2024
Bengaluru, Karnataka, India
I worked on two projects during my internship :
1. LLM integration with Robotics Applications :
The goal of the Project was to integrate LLM with end to end generalised Robotic Applications.
Fine tuned BERT model and integrated a Visual Language Model to develop a pipeline
2. Defect detection In PCB :
Built a image registration pipeline to find defective components on a PCB using image embeddings of SAM(Segment Anything model)
Apr 20235 mosAug 2023
Bengaluru, Karnataka, India
May 20221 yrApr 2023
Shreyas’s AI Stack
Education
B.Tech in Engineering Design+M.Tech in Data Science
Indian Institute of Technology, Madras
20205 yrs2025
The Bishop's School, Pune
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