Experience

Hyprbots Systems

• India
• Business Intelligence Platforms
• 1 - 100 Employee

• AI/ML Research Engineer

  • Oct 2023 - Present

  Bengaluru, Karnataka, India



Computation For Indian Language Technology (CFILT) Lab

• India
• Research Services
• 1 - 100 Employee

• Researcher

  • Apr 2022 - Oct 2023

  Mumbai, Maharashtra, India Lab Website: https://www.cfilt.iitb.ac.in/ Coordinator: Prof. Pushpak Bhattacharya (http://www.cse.iitb.ac.in/~pb/) Center for Indian Language Technology (CFILT) was set up with a generous grant from the Department of Information Technology (DIT), Ministry of Communication and Information Technology, Government of India in 2000 at the Department of Computer Science and Engineering, IIT Bombay. Deep semantics and multilinguality has throughout played a pivotal role in the activities of… Show more Lab Website: https://www.cfilt.iitb.ac.in/ Coordinator: Prof. Pushpak Bhattacharya (http://www.cse.iitb.ac.in/~pb/) Center for Indian Language Technology (CFILT) was set up with a generous grant from the Department of Information Technology (DIT), Ministry of Communication and Information Technology, Government of India in 2000 at the Department of Computer Science and Engineering, IIT Bombay. Deep semantics and multilinguality has throughout played a pivotal role in the activities of CFILT. The stress on semantics has led to research in the following fronts: 1. Lexical Resources: Multilingual wordnets and ontologies and their linking 2. Lexical and Structural Disambiguation: Resolve word and attachment ambiguities 3. Shallow Parsing: Identifying correct parts of speech, named entities and non-recursive noun phrases for Marathi and Hindi 4. Cross Lingual Information Retrieval: Indian language query to English and Hindi Retrieval 5. Machine Translation: Automatic translation involving Marathi, Hindi and English 6. Text Entailment: Testing if a piece text (hypothesis) is inferable from another (text) 7. Sentiment Analysis: Detecting polarity- positive/negative/neutral- of a given document, especially reviews 8. Cognitive NLP: Study of cognitive aspects of language processing and understanding using eye-tracking Show less



Eaton

• Ireland
• Appliances, Electrical, and Electronics Manufacturing
• 700 & Above Employee

• Senior Data Scientist

  • Feb 2022 - Oct 2023

  Pune, Maharashtra, India 1. Data Centers Energy Management (Jan 2020 - Present): * Technical Lead * Filed 3 Patents - Root Cause Analysis of Failures inside Data Centers (In Progress) - LSTM Based Model for Unsupervised Anomaly Detection on Time Series Data: Achieved Detection rate >95% and less than 3 false alarms per month. - Co-estimation of Lithium Ion Cell Core Temperature and Internal Resistance Achieved an RMSE of less than 1 degree Fahrenheit on NASA… Show more 1. Data Centers Energy Management (Jan 2020 - Present): * Technical Lead * Filed 3 Patents - Root Cause Analysis of Failures inside Data Centers (In Progress) - LSTM Based Model for Unsupervised Anomaly Detection on Time Series Data: Achieved Detection rate >95% and less than 3 false alarms per month. - Co-estimation of Lithium Ion Cell Core Temperature and Internal Resistance Achieved an RMSE of less than 1 degree Fahrenheit on NASA Dataset. - Binary Particle Swarm Optimization Algorithm for Peak shaving and Load shifting: Achieved 33% Reduction in Energy cost on Synthetic data. - Mixed-integer Linear Programming based Algorithm for Peak shaving and Load shifting: Achieved 33% Reduction in Energy cost on Synthetic data. 2. Video Analytics (May 2021 - Feb 2022): * Technical Lead * Filed 2 Patents - Personal Fall Detection Algorithm: Multi-Person Pose Classification into fallen, sitting, standing and bending, Multi-Person Tracking Achieved an F1 Score of 0.8 with a latency of 50 millisecond/frame on Live Video. - Object Classification: Traditional Object Classification using Noisy Data Achieved an F1 Score of 0.9 with a latency of 60 millisecond/frame on Live Video.

• Data Scientist

  • Aug 2019 - Feb 2022

  Magarpatta, Pune



SAEINDIA

• India
• Non-profit Organization Management
• 200 - 300 Employee

• Team Member

  • Dec 2015 - Mar 2016

  Designed modules for electronic innovations in the vehicle, which include 3-Mode Drive, Regenerative Braking, Parking system, Speed control over sharp turns, Automatic Fire Extinguisher, Keypad Steering Lock, Smart Indicators and Smart Front Lights.