Mann D.

Experience

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  3i Infotech Ltd.

  Feb 2017 - Nov 2017

  FULLSTACK PROJECT TRAINEE

  Responsibilities:Website and Code maintenance.Testing, debugging & code review.Stacks : JavaScript, TypeScript, Angular, API, C#, MVC, SQL Server.

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  Nexsus Techno Solutions

  Apr 2018 - May 2019

  SOFTWARE DEVELOPER/ AIML DEVELOPER

  Responsibilities:Gathering New requirement. To plan and process new requirements effectively. Website and Code maintenance. Implementing new requirement from Product owner.Stacks: JavaScript, TypeScript, Angular, API, C#, MVC, Core WEB PAI, Node JS, GitLab, SQL Server, pyaudio, waveML: Logistic regressionNLP: NLTK, Bag of work, TokenizationProject: CALL RECORDINGWorked closely with other team member to identify and remove software bugs. New web Developement using Angular, Node JS, C# with Asp.net, MVC Web API, SQL Server. Succesfully improved call recording bits and user implementation. and hosting on IIS.Created NLP project to review the rating of customer. This has helped them to track 2K customer with genuine buyer for month. gaining old customer back.Also created Logistic regression model to find the relation of product and domain of customer. this helped them to make systematic gain trust of Customer Show less

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  ECONSHIP MARINE PRIVATE LIMITED

  Jun 2019 - Jun 2020

  SOFTWARE ENGINEER/ AIML ENGINEER

  Responsibilities:Code Complexity. Gathering New requirement. To plan and process new requirements effectively. Website and Code maintenance. Testing, debugging & code review. Implementing new requirement from External Client.Stacks: JavaScript, TypeScript, Angular, API,C#, MVC, Core Web API Node JS, GitLab, SQL Server.Visualization: matplotlib, powerBiML: Regression model, gradient descentNLP: Sentimental analysisProject: WEBSITE, CONTAINER MAINTENANCECloud: AWSSuccessfully Created website with new technologies like Angular Node.JS, C# with Asp.net, MVC, Web API, SQL Server. IIS Hosting of node server. Handled client and basic requirements. Design Database.Used NLP Sentimental Analysis to understand user rating for containers using Logistic Regression. This helped to bring old customer back. and helped company to get old trust value.CHATBOT: Created chatbot for user engagement using NLP, AI model.Projects: 1) Website 2) TYS 3) Employee Page 4) Delivery order 5) Consignee KYC 6) CSV Reader. Show less

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  ENVEA Group

  Aug 2020 - May 2021

  SOFTWARE FULLSTACK ENGINEER / AIML GENAI

  Responsibilities:Prevention Website Attack. Code Complexity. Gathering New requirement. Implementing new requirement from Product owner. To plan and process new requirements effectively & Solving Code Complexity. Data Extraction, Data Pre Processing, Data Cleaning along with Stack Development and Code maintenance. Design, develop, and implement sophisticated machine learning algorithms and models. Testing, debugging & code review.Backend: Python, Node JS, MVC + Web APIFrontend: JavaScript, TypeScript, AngularVersioning: GitLab, LINT,Database: SQL, Azure Data Studio, TunningVisualization: Power BI, MatPlotLibML: Logistic Regression, SVM, Gradient Descent, DT, CNNNLP: NLTK, spacy, lemmer, stemmer, POSCloud: AWSProject: AUTOMATED TESTING TOOLCreated AI Model using algorithms like Linear Regression, CNN and Pandas to read CSV that will help to detect Air monitoring index. This helped company to restrain customer and the engagement to the product increased. Also worked on Full stack development for website along with Software team.Created NLP project to review the rating of customer. This has helped them to track 20K customer with genuine buyer for month. I have build Automated Testing for organisation using Node. Also Used Stack technology for website. This has helped Developers to report bug and identify. This testing will send mail automatically to user and team member the bug and other details. UI, code modification, new specs development, Unit & automated testing, CI/ CD and database query.Sub Domain: 1) WEBI_Admin 2) WEBI_Config 3) WEBI_Data Show less

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  Deloitte India (Offices of the US)

  May 2021 - May 2022

  SOFTWARE CONSULTANT / MACHINE LEARNING ENGINEER

  Responsibilities:Cloud Migration, Client handling, Client Reporting, Client Release . Gathering New requirement. Implementing new requirement from Product owner. To plan and process new requirements effectively & Solving Code Complexity. Data Extraction, Data Pre Processing, Data Cleaning along with Stack Development and Code maintenance. Design, develop, and implement sophisticated machine learning algorithms and models. Testing, debugging & code review.Backend: Python, Node JS, MVC + Web API, C#, Core Web APIFrontend: JavaScript, TypeScript, Angular,Versioning: GitLab, LINT,Database: SQL, PostgresSQL, Azure Data StudioVisualization: Tableau, Power BI, MatPlotLibML: Regression, Gradient, CNNNLP: NLTK, POS, Bag Of Words, Word2Vec, TokenizationCloud: AWS SageMakerProject: CLOUD MIGRATIONOptimize the ML data lifecycle and operationalize machine learning models across the business with transparent and repeatable workflows that work for everyone. Helped organization to restrain one biggest client & received award for the same. Cloud Migration, deployment, coding of new features using Python, C#, Node, Angular and Core. Client issues handling, solving issues. Analysing customer requirement. offering product recommendation and setups to meet. Successfully helped Development team in Full stack development and hosting Site using latest development stack.Worked as Data Scientist in Healthcare Domain. Worked on Regression Models, SVM, Gradient Descent. Created Deep Learning Model using CNN, Hyperparameter tuning of the model. Also Created NLP sentimental Analysis of Healthcare Product Review and Text Analysis Show less

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  HERE Technologies

  May 2022 - Aug 2024

  Sr. SOFTWARE / AIML GEN AI ENGINEER

  Responsibilities:Gathering New requirement. Implementing new requirement from Product owner. To plan and process new requirements effectively & Solving Code Complexity. Data Extraction, Data Pre Processing, Data Cleaning along with Stack Development and Code maintenance. Design, develop, and implement sophisticated machine learning algorithms and models. Testing, debugging & code review.Backend: Python, Node JS, MVC + Web API, Core Web APIFrontend: JavaScript, TypeScript, AngularVersioning: GitLab, LINT,Database: SQL, Azure Data StudioVisualization: Tableau, Power BI, MatPlotLibML: CNN, PCA, RegressionCloud: AWS SageMakerProject : NAV TOOLThe NAV-TBT is Website frontend & backend implementation for the internal and external use. I have implemented new feature which will help internal and external people to save, update and modify Speed Limit, Direction of Travel and monitor Quality of speed and grond truth. Worked on CNN and machine learning. Project is successfully completed within the time, budget and currently in Production. Handling JIRA and confluence Page. Automatic Detection of Satellite Imagery Occulsion - To improve map quality, the satellite imagery used in here maps for identifying various places of interest were occluded due to various weather condition like cloud cover or snowfall on any area on the map. In such conditions it was difficult to differentiate between the water body, snow cover, cloud cover affecting the input data going into here maps. In order to identify and correctly classify such occlusions due to various weather condition an CNN - Convolutional Neural Network was employed. Implementation of thsi algorithm helped improve the quality of input to the map significantly and reduction in customer feedbacks complaining about absence of specific palces of interest/ importance.Create compelling visualizations and data dashboards to communicate analytical results to stakeholders and facilitate data-driven decision-making. Show less

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  MARS Telecom Systems Pvt. Ltd.

  Feb 2024 - Oct 2024

  SENIOR SOFTWARE FULLSTACK AIML ENGINEER