Summary
Overview
Work History
Education
Skills
Certification
Patents And Awards
Timeline
Generic

Santosh Alaghari

Data Scientist
Bangalore

Summary

Data Scientist with 6 years of experience in Generative AI, AI/ML applications development, and cloud-native solutions across aerospace, healthcare, and engineering domains. Key expertise in driving innovation successfully across various AI fields that enhanced significantly organizational workflows. Experience in designing and deploying large-scale Multimodal LLMs, RAG architectures & pipelines, and AI-powered automations in AWS cloud and on-premises. Holds 2 patents in Generative AI. Recognized with 3 consecutive Global Innovation Awards and Promising Talent of the Year 2024 for contribution to AI applications deployment that enhanced data-driven decision making across critical engineering sectors. Certified AWS Solutions Architect and Databricks AI/ML associate level.

Overview

6
6
years of professional experience
7
7
years of post-secondary education
3
3
Certifications

Work History

Engineer II - Data Science & Analytics

Pratt & Whitney
Bangalore
03.2023 - Current
  • Developed and deployed successfully on AWS LLM-RAG based application with organization's proprietary engineering knowledge data base documents and files that enhanced entire organization's search and information retrieval times by 90% and saved 3 million usd annually
  • Utilized Lang-chain frameworks, AWS tools like S3, Sage-maker, DynamoDB, EC2, Opensearch vector database, Load balancers
  • Built document traces LLM based pipeline in AWS that updates all the information with daily updates inclusion so that users always get answers from the latest information
  • Implemented engineering agents successfully to implement engineering specific tasks to the LLM-RAG based application that reduced retrieval time for the users
  • Developed and deployed time series forecasting model on Databricks and power BI to predict the repair completions in the future that enabled aftermarket for better planning and resource utilization
  • Modeled entire aftermarket engine repairs related data on Power BI and constructed business and technical reports
  • Deployed the reports that are daily used by more than 25000 engineering professionals for their daily work and take data-driven decisions

Development Engineer

GE Healthcare
Bangalore
01.2022 - 03.2023
  • Developed CNN-based image segmentation and anomaly detection models for medical X-ray imaging, boosting diagnostic accuracy by 18% and processing speed by 2X
  • Integrated cloud-based diagnostic systems, reducing manual review time by 40% through advanced data preprocessing and augmentation

Engineer

Eaton
Pune
08.2019 - 01.2022
  • Designed predictive ML models (Random Forest, GBM, Survival Analysis) to estimate Remaining Useful Life (RUL) of aircraft components, reducing downtime by 35% and maintenance costs by 20%

Education

Post Graduate Program - Artificial Intelligence and Machine Learning

University of Texas At Austin
India
05.2021 - 06.2022

M.Tech - Engineering Analysis and Design

Indian Institute of Technology Delhi (IITD)
New Delhi
05.2017 - 06.2019

B.Tech - Mechatronics Engineering

SASTRA University
New Delhi, India
06.2011 - 05.2015

Skills

Certification

Databricks Machine Learning Associate, 01/01/25 - 01/01/28

Patents And Awards

  • DATA RETRIEVAL SYSTEM WITH CONTROLLED ACCESS BASED UPON SECURITY LEVELS, 03/01/25, Patent pending on key security solution for RAG based platforms.
  • X-CLASSIFIER HELPER, 10/01/24, Designated Strategic Information on Generative AI based solution for classification problems.
  • Promising Talent of the Year, 01/01/25, Award from Pratt & Whitney.
  • Best project of the year Award, 01/01/25, For LLM-RAG based engineering application deployment from RTX.
  • Innovation Award, 01/01/24, For generative AI solutions from Pratt & Whitney.

Timeline

Engineer II - Data Science & Analytics

Pratt & Whitney
03.2023 - Current

Development Engineer

GE Healthcare
01.2022 - 03.2023

Post Graduate Program - Artificial Intelligence and Machine Learning

University of Texas At Austin
05.2021 - 06.2022

Engineer

Eaton
08.2019 - 01.2022

M.Tech - Engineering Analysis and Design

Indian Institute of Technology Delhi (IITD)
05.2017 - 06.2019

B.Tech - Mechatronics Engineering

SASTRA University
06.2011 - 05.2015
Santosh AlaghariData Scientist