sayli jagtap
@saylijagtap
I build AI agents and data-driven product complexity solutions for enterprise products.
IndiaWhat I'm looking for
At John Deere India, I lead enterprise-level complexity studies for tractors, sprayers, C&F, and Ag & Turf products. I’m developing a scalable AI agent to support business decisions and provide strategic guidance.
I drive complexity, part-count, option-count, inventory-space, and cost-reduction analysis, collaborating on part commonization, standardization, and reusability proposals. I use Power BI, Databricks, EDL, SAP, Python, SQL, and data analytics to turn product data into actionable insight.
Across Cummins, Hyster-Yale, Caterpillar, Daimler, and Trinity Engineers, I’ve worked in product engineering and design for turbochargers, lift trucks, construction equipment, commercial vehicles, and forgings. I’m expanding this product background through AI/ML projects in Generative AI, agentic AI, NLP, computer vision, MLOps, model deployment, and predictive analytics.
Experience
Work history, roles, and key accomplishments
Sr. Engineer: Product Complexity Management
Apr 2023 - Present (3 years 5 months)
Leading complexity studies on enterprise-level products and developing scalable AI agents to enable efficient decisions and strategic guidance.
Managed current product data and resolved field issues using 7 steps method, FMEA, FTA, PSHA, and 6σ. Supported turbocharger teardown and lab activities.
Design Engineer
Hyster-Yale Group - THRU' TECH MAHINDRA
May 2021 - Dec 2022 (1 year 7 months)
Modified standard trucks per customer requirements based on ECN, working on entire truck including frames, mast, carrier, hood, seat, and electrical components.
Design Engineer
Caterpillar Inc. - THRU' GGES
Sep 2019 - May 2020 (8 months)
Handled hydraulics for forest machines and excavators, including hose and tube routing, component selection, modeling, and detailing of casting and sheet metal parts.
Product Engineer
Daimler India Commercial Vehicles - THRU' GGES
Sep 2018 - Aug 2019 (11 months)
Designed and developed rear axle, wheels, and tires for DICV R&D, including DMU checking, packaging studies, design release activities, and vehicle validation planning.
Design Engineer
Trinity Engineers Pvt Ltd
Sep 2016 - Aug 2018 (1 year 11 months)
Performed part modeling, assemblies, weight calculations, drafting, simulations, and ECN work. Created key documents and released drawings for forging products.
Education
Degrees, certifications, and relevant coursework
University of Texas
Post Graduation Program, Artificial Intelligence and Machine Learning
2025 -
Activities and societies: Developed and deployed 11 industry-focused projects and a Generative AI capstone, spanning Generative AI, Agentic AI, Machine Learning, Deep Learning, Computer Vision, NLP, MLOps, Statistics, SQL, and Predictive Analytics.
Pursuing a Post Graduation Program in Artificial Intelligence and Machine Learning, with a focus on developing and deploying industry-focused projects in AI, ML, and related fields.
Sinhgad Institute of Technology, Lonavala
Bachelor of Engineering, Mechanical Engineering
2011 - 2015
Grade: 58%
Completed Bachelor of Engineering in Mechanical Engineering with a percentile of 58%.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Social media
Skills
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