Siddharth Sharma

Experience

• 

  DTU Supermileage

  Sept 2011 - Jun 2014

  Design Engineer

  Team DTU(DCE) Supermileage, is a collegiate research team, our primary objective is to develop a vehicle which can travel farthest in a single litre of petrol. The team participated in the Shell Eco Marathon, Asia held at Sepang International Circuit, near Kuala Lumpur, Malaysia. Personally responsible with the design and fabrication of the Steering and Braking system for the 2013 model.

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  Larsen & Toubro Power

  Jun 2012 - Jul 2012

  Summer Intern

  The six week internship at LMB( L&T-MHI Boilers) focused on the working of a Supercritical Boiler.which involved study of the supercritical heat addition process, and it's implementation in a power plant.Process assessment during the time of failure using a simulator.Design and assembly of a Furnace Front Inlet Header for a Supercritical boiler unit, and conceptualization of a working EPC schedule for a Supercritical boiler unit.

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  LMB Engineering

  Dec 2012 - Jan 2013

  Engineering Intern

  The four week internship was focused on Linear Static and Thermal Analysis of systems used in a power plant using MSC FEA. Design and analysis of a Radiographic plug subjected to of steam pressure under conditions of operation.

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  Bajaj Auto Ltd

  Jul 2014 - Nov 2018

  • Automated data handling processes through scripts in Excel/VBA• Prepared mathematical models using machine learning techniques to solve design and quality issues• Developed quantitative models for load prediction in Octave GNU. The predicted loads were further utilized for design finalization• Deployed Python scripts for data visualization• Set up a sensor signal post-processing framework in Octave GNU/MATLAB. The deployed tool was used to transform raw sensor signal data into a usable structured format. Show less

  • Assistant Manager

    Apr 2017 - Nov 2018

  • Senior Engineer

    Jul 2014 - Apr 2017
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  Maruti Suzuki India Limited

  Dec 2018 - May 2019

  Deputy Manager

  Worked as Computational analyst in the Chassis design and development division.

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  UnitedHealth Group

  Jun 2019 - Oct 2021

  Data Scientist - Tech Lead

  Responsible for developing and deploying machine learning models as products and services to identify and extract key performing indexes from PBM contract documents.I currently lead a team of Data Scientists, in the design and development of NLP and Computer Vision products in the American Healthcare contracts space•• Semantic Document Segmentation modeling - Developed a document segmentation model which utilizes both OpenCV based image features and NLP meta features to identify objects in document images and classify them into different categories.- The integrated solution was used to accurately segment around 100k contracts with greater than 95% accuracy- Technologies : OpenCV, AzureML, NLTK, K-Mean Clustering•• BERT based product-ready Question-Answering engine for Contract documents - Developed pretrained BERT based QA model to extracts answer to user provided questions on a large corpus of contract data. The module further utilizes Elastic Search and Mongo text indexing to prioritize the clauses for QA processing- The integrated solution was used to accurately segment around 100k contracts with greater than 95% accuracy- The integrated solution was productionized using FastAPI and MongoDB.- Technologies : BERT, Transformer models, Pytorch, FastAPI, MongoDB, Elastic Search•• Tabular Data Identification and Extraction engine for Scanned Documents - Developed a YOLO based Table Detection deep learning model to identify tables (bordered, borderless) from scanned images- Further OpenCV based morphological operations and object detection processes were developed to identify table structure and subsequently rearrange table text in line with table format - Technologies : OpenCV, YOLO, Object Detection•• Developed and templatized the Text Classification modeling pipeline to reduce turnaround time for NLP model development from 6 weeks to 2 weeks. Show less

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  Suki

  Oct 2021 - now

  • Staff Engineer AI/ML

    Aug 2022 - now

  • Senior Software Engineer AI/ML

    Oct 2021 - Jul 2022