Summary
Overview
Work History
Education
Skills
Additional Information
Timeline
Generic

Akshay Adlakha

Dallas,Texas

Summary

Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic & other analytical techniques, Machine Learning, and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems in Automotive, Investment and Finance, and Telecom industry.

Overview

8
8
years of professional experience

Work History

Data Scientist

Ascentt Business Systems
11.2022 - Current
  • Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets. Evaluated 3rd party traffic data Google, Bing and Tomtom against in house data to report reliability of data using statistical measure.
  • Developed an application to report the warranty of different parts of Machine using Weibull Distribution.
  • Built a LSTM model to forecast Remaining Useful Life of the machine parts.
  • Trained an object detection algorithm to detect missing tools from the box using Instance Segmentation. Implemented semi-supervised learning approach to improve the efficiency of the system.
  • Built a face and number plate blurring system using Yolo model and deployed it using Docker into AWS ECR, Model inferencing and registry in Sagemaker.
  • Working on analyzing Head light issues using weather data and Road windiness by calculating road mobility index.

Senior Analyst - Data Science

Infosys Ltd
04.2021 - 11.2022
  • RED - Building one stop cloud application by scrapping different websites, PDF, Docx. Data profiling of different companies in the system comprising hundreds of Data points by implementing Fuzzy Match (TF-IDF and Cosine Similarity to identify similar entities) and Language translation system from different languages to English. Implemented AWS batch (runs multiple python scripts simultaneously), Search API through Elasticsearch, Upload/Download data from AWS S3 REST API using Flask.
  • DCOMP - An in-house application for stakeholders to estimate different meeting’s expenditure using Regression. Built a Machine Learning Model Pipeline and improve the process through different approaches.
  • RRS (Regulatory Reporting System) - An application that provides end to end Shareholding Disclosure Reporting. Did financial analysis of transaction and positions data of different regulatory companies, helping business users and making Disclosures process simple through RRS. Provided different Reports, Alerts Disclosures and Email Notifications.
  • BSCT - The sharepoint application 10M+ data, 50k+ documents, ID-document mapping to the new system.

AI/ML Intern

Revolutionary Integration Group
06.2020 - 08.2022
  • Built a heterogeneous multi-agent Emergency Rescue system.
  • Established the relationship, activities of different agent and migration of principal agent with 5 level of Dynamic trust through Reinforcement Learning.
  • Identified new problem areas and researched technical details to build innovative products and solutions.
  • Developed conversion and system implementation plans.

Software Engineer

Xavient Digital Telus International
02.2016 - 07.2019
  • Built a call center real time monitoring tool to identify issues in customer servicing for the calls at the call centers at different locations and address them in real time manner
  • Developed a system to show real volume call statistics and configure CPR (Cox Post Routing) and IVR (Voice Portal Application) using Python, JavaScript, HTML, CSS, Angular.
  • Worked with software development and testing team members to design and develop robust solutions to meet client requirements for functionality, scalability, and performance.

Education

Master of Science - Data Science

University At Buffalo
Buffalo, NY
02.2021

B.Tech - Computer Science

Apeejay Stya University
Gurgaon, Haryana
06.2016

Skills

    Languages/Tools: Python, SQL, Elasticsearch, JavaScript, HTML, CSS, R, AWS, Databricks, Power BI, Postman, JIRA, Git, Bitbucket

    Interests: Machine Learning, Data Science, Data Analytics, Information Retrieval, Natural Language Processing, Association Analysis, Software Development, ETL, Business Intelligence

Additional Information

  • Received INSTA award.
  • Recognized with PAT ON THE BACK award.
  • Earned a BRONZE medal for being third in under-graduation.
  • Dr. Stya Scholarship award at Apeejay Stya Univeristy.

Timeline

Data Scientist

Ascentt Business Systems
11.2022 - Current

Senior Analyst - Data Science

Infosys Ltd
04.2021 - 11.2022

AI/ML Intern

Revolutionary Integration Group
06.2020 - 08.2022

Software Engineer

Xavient Digital Telus International
02.2016 - 07.2019

Master of Science - Data Science

University At Buffalo

B.Tech - Computer Science

Apeejay Stya University

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