Sep 2023 – Mar 2025 · 1 yr 6 mos · Bengaluru, Karnataka, India · On-site

• Built the Data science team and kick started execution of an AI product roadmap to transform three most important insurance functions:
• 1) Underwriting: AI models for portfolio risk and personalised pricing of Motor and Health insurance products
• 2) Claims: Automation of health and motor claims process, Fraud identification and Provider intelligence
• 3) Customer Experience: Hyper-personalisation of experience using customer demographic data and LLMs, drive engagement throughout the life cycle using AI

Feb 2016 – Sep 2023 · 7 yrs 7 mos · Mumbai Area, India

• Founded and built the company to deliver 4 successful AI products. i3systems AI products have been in production since 2019, processed 25 Million Insurance cases in real-time, deployed across 16+ Enteprises. We raised a few Million Dollars in funding, landed multiple Acquisition offers, and lead the company to profitability before exiting it to Connect-and-Heal Pvt Ltd.
• I focused on following areas:
• 1. Articulating business problems into AI models along with its integration into Business workflows and processes. Development, Product adoption and iterations of the product and AI models.
• 2. Built several Language models using transformer based and generic word2vec approaches, covering Clinical data in discharge summaries, financial data in invoices and contracts, and any unstructured data using LLMs
• 3. Did evangelical sales to more than 40 enterprises, created alignment with multiple stake-holders in leadership, IT, Infosec, Business operations and Digital innovation teams

Jul 2015 – Nov 2015 · 4 mos · Mumbai Area, India

• > Prototyping and feasibility studies with a variety of sensors like Ultra-Sonic Sensor, IR distance Sensor, Laser Range-finder, IMU etc. to develop a few prototypes or a 3D-mapper (SLAM) system
• > Developed Concept of Operation, hardware configuration and functional requirements of the software for a novel floor-plan automation system.

Apr 2011 – Jul 2015 · 4 yrs 3 mos · Greater Leicester Area

• Development of novel mathematical models for simulation and control design of complex aerodynamic phenomena. The model was developed using large-scale experimental data from wind tunnel and flight tests.
• Developed the dynamics prediction model by system identification ("Model training") of Aircraft dynamics. The model was verified by Test Pilots to produce a near-realistic experience in simulations.
• Granted PhD for this work.

Jul 2009 – Jun 2015 · 5 yrs 11 mos · Bangalore · On-site

• 1. Aerodynamic Modeling : Nonlinear unsteady aerodynamic modeling of an aircraft using experimental data sets and sophisticated Auto-regression models. (Similar to modern Transformers used in Language models)
• 2. Aircraft Safety simulation : Configuration studies, Prototyping and Operational requirements analysis for a Enhanced-Synthetic-Vision system; based on FLIR and Imaging sensors for use on a Business Jet safety systems. (Similar to Vision based Self driving Cars)
• 3. Embedded Systems design : Systems level design and development knowledge of Micro-UAVs
• 4. Use of Vision Sensor on Aircraft : Enhanced and Synthetic Vision System (ESVS) for Business Aircraft to land in poor visibility conditions (Similar to Self-driving cars using Vision).
• > Requirements gathering and Conceptual design of an Aircraft landing system with Vision capabilities.
• > Collaborated with a Startup and an International Expert to develop initial Concept of Operation, and a working hardware prototype
• > The prototype worked properly. Comparable products have now been developed in modern Self-driving Car
• 5. Aircraft Design : End-to-end aerodynamic modelling, simulation and control design validation an aircraft using a huge dataset from wind tunnel and Flight tests