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Work Experience

Role: Software Development Engineer Intern

Company: Upjao Agrotech
  • •Contributed to the R&D team by doing the following: data cleaning, preprocessing, model building (training, testing, and deploying) using ML, DL and classical computer vision.
    • Nov 2021 – Sep 2022Ahmedabad, India
  • •Created a Python package that improved server response time by 45 percent.
  • •Contributed to the research team by brainstorming and authoring 2 patents.
  • •Restructured the server architect to make it scalable, flexible, and accelerated development with Docker and Kubernetes.

    • Role: Mentor

    Company: DeepLearning.AI
  • •Mentored candidates enrolled in specific Coursera courses by solving their doubts, sharing learning material, and career advice.
    • Aug 2021 – presentPalo Alto, USA
  • •Test new lab exercises before they are released to enrolled students.

    • Role: Data Analyst Intern

    Company: Analytics Domain
  • •Created a web application-based analysis tool that would leverage data from public APIs and web scraping.
    • Mar 2021 – Jun 2021Pune, India
  • •Curated 2 courses for Machine Learning and Deep Learning topics at the beginner and intermediate levels.
  • •With the produced courses and a variety of user-side UI features, developed a web app-based Learning Management System.
    • Projects

    AutiScan

    Final Year Project
  • •The candidate's reaction to a reference video is recorded, and their facial landmarks are utilized to classify them using a CNN + RNN deep learning model.
    • Nov 2021 – Jun 2022
  • •Increased accuracy from 60% to 90% using finetuning.

    • Loan Management System

    Hackathon Project
  • •Simple loan management REST API made with Flask and SQLite.
    • Jun 2021 – Jul 2021
  • •Token-based authentication.
  • •Flask Blueprints for future scaling.

    • PCOcare: PCOS Detection & Prediction using ML

    Research Project
  • •Utilised Exploratory Data Analysis to build a hypothesis.
    • Oct 2020 – Nov 2020
  • •Feature Engineering, Model building, and Ensembling of models were used to test the hypothesis.
    • Skills
    PythonC++DockerSQLHTMLCSSMongoDBScikit LearnOpenCVPyTorchAWS (Amazon Web Services)TensorflowJavaScriptFlaskPerlBashShell
    Education
    Patents

    A method and system for Encoding and Decoding data on objects by using geometrical shaped markers.

    Patent Published

    A strong alternative to QR codes, barcodes, and RFIDs for tagging, recognizing tracking, and tracking multiple objects using computer vision techniques.

    Jan 2022Ahmedabad, India
    Publications
    Awards

    First Runner Up - NTT DATA AI Healthcare Hackathon (Total teams - 7569)

    NTT DATA Services hosted by TechGiG CodeGladiators

    Ideate and build a working AI product to solve a healthcare-related problem. Won a prize worth 1.25 Lakh.

    29 Jul 2022
    Certificates
    Docker and Kubernetes: The Complete Guide
    Modern Application Development with Python on AWS