About Me

A few interesting things about me. I love to read science fiction (my favorite is Frank Herbert's Dune). Next, I am an avid gamer. Though I am not very good, I love to play competitive strategy games and first person shooters. Last, I am constantly learning. Every day I push myself to learn something new, whether that be practicing a coding framework or trying to understand an idea from a machine learning paper. I graduated from the Mumbai University ( B.E in Computer Science). My main interests lie at the intersection of engineering and machine learning. Achievements include improving the accuracy of order forecast for the last Mile delivery hubs by 11% and optimizing the data pre-processing pipeline for a 19% improvement in performance. I like to explore new technologies. Data Science , Natural Language processing are my key area of Interest. I am active on Kaggle, MachineLearningHack, DataHack. Feel free to check my profile.

Contact Details

Ajay Gurav
Santacruz
Mumbai 400055
+91 9920177489
ajaygurav1603@gmail.com

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Education

University of Mumbai

Bachelor of Engineering in Computer Science • April 2015

Created Criminal face recognition as a final year project. Completed 6 Months Internship at TCS. Overall Percentage 73%.

Digital Vidya

PG Course Data Science Using Python • March 2018 - July 2019

Instructor Based Learning Program . Learned Statistics and Machine Learning techniques along with coding in Python libraries. Completed Capstone Project on Sentimate Analysis and House Price Prediction.

Work

XPO Logistics \ RXO

Data Scientist • Oct 2021 - April 2023

  • Built and Deployed Time Series Forecasting Model to predict order volume at each Last Mile Hub. Improved accuracy by 11% by using the Middle out approach.
  • Managed and led the Data Science team and held end-to-end responsibility for delivery, planning, conceptualizing, developing, deploying & tracking data science solutions.
  • Developed a labor forecasting model to predict ideal labor at each Facility hub and achieved 86% accuracy and reduction in manual labor planning by 28%.
  • Implemented Simulation Dashboard to adjust forecast based on additional insight.
  • Automated Invoice Details Data Extraction from Scanned and Non-Scanned Invoices that reduced Manul Labor by 40%.
  • Architected End to End Data Engineering and Model Training Pipeline with Vertex AI (MLOPS GCP framework).

Xlpat Labs

AI Scientist • Feb 2020 - Sept 2021

  • Collected, studied, and interpreted large healthcare data and implemented data pipelines to reduce the data processing time by 30%.
  • Co-Founded Doconvid.AI and raised $100K in funding with the Nvidia Inception program.
  • Mentored Junior Data Scientists in projects from a technology standpoint.
  • Led the implementation of an end-to-end machine learning pipeline that saved computational cost for training by 70%.
  • Created the report, performed accurate and successful data management, and showcased model prototypes with 85% base accuracy.
  • Facilitated meaningful improvement to existing NLP models through carefully directed research, resulting in a 15 % increase in accuracy.
  • Designed and implemented algorithm for asthma risk stratiļ¬cation and performed EDA, feature engineering, outperformed statistical models by 20 % in term of accuracy .

IBM

Application Developer • Sept 2017 - July 2019

  • Build Classification models with Naive bays to predict real time health of medicines. Develop reports for Inventory and sales modules using Python and Data Visualization tools.
  • Presents data in the form of charts, graphs and tables for immediate reference. Develop Custom Web services and Dashboard Application based on user requirements.
  • Crate and deploy Orchestrations and consume it on mobile apps with python scripts. Developed and Optimized data collection procedures and generated reports on a weekly, monthly, and quarterly basis
  • Conducted and managed Training for newly joined team members.

LTI

Software Developer • June 2015 - Sept 2017

  • Build model using natural language processing with the help of NLTK , Wordwec tools to classify invoices based on item descriptions and other features.
  • Develop automation tools which reduced manual efforts by 30%.
  • Build and deploy Custom Applications and Business Functions.
  • Assist in New innovation to Center of Excellence Team.
  • Oversees all client issues and coordinates with appropriate managers or supervisors.

Skills

  • Python
  • R
  • Machine Learning
  • Natural Language processing
  • Big Data Tools
  • Scala
  • Data Wrangling and visulization

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Client Testimonials

  • Your work is going to fill a large part of your life, and the only way to be truly satisfied is to do what you believe is great work. And the only way to do great work is to love what you do. If you haven't found it yet, keep looking. Don't settle. As with all matters of the heart, you'll know when you find it.

    Steve Jobs

  • This is Photoshop's version of Lorem Ipsum. Proin gravida nibh vel velit auctor aliquet. Aenean sollicitudin, lorem quis bibendum auctor, nisi elit consequat ipsum, nec sagittis sem nibh id elit. Duis sed odio sit amet nibh vulputate cursus a sit amet mauris.

    Mr. Adobe

Get In Touch.

If you would like to know more about me or if you would just like to chat, shoot me a message using any of the links below! Gmail : ajaygurav1603@gmail.com Skype : live:ajumogli

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