Summary
Overview
Work History
Education
Skills
Projects
Accomplishments
Coursework
Timeline
Generic

Aditya Devade

Pune

Summary

Machine Learning Engineer with a solid foundation in backend development and 1 year of professional experience. Skilled in designing and deploying machine learning models, with hands-on experience in several successful ML projects. Proficient in Python, ML frameworks (TensorFlow, PyTorch), and data processing. Strong problem-solving abilities and a passion for tackling complex challenges. Experienced in integrating ML models into production environments using Kubernetes, and cloud services like AWS. Committed to leveraging machine learning to drive innovation and deliver impactful solutions.

Overview

1
1
year of professional experience

Work History

SOFTWARE ENGINEER

Paytm
06.2023 - 05.2024
  • Designed and implemented comprehensive integration frameworks using Java, Kotlin, and Spring Boot.
  • Developed RESTful APIs, utilized Apache Kafka for data streaming, and integrated Docker, Kubernetes, Jenkins, and AWS for deployment.
  • Created a feature for the Insurance Home Page, enabling users to view expiring/expired policies, enhancing user engagement.
  • Contributed to the RISK Team by developing and monitoring fraud prevention rules and security protocols.
  • Implemented robust identity verification processes, leveraging MySQL, Redis, and Apache Cassandra for secure data management.
  • Reduced API response times by 20% and significantly enhanced system reliability and user satisfaction through effective backend optimizations and integrations..

ADVANCED ENGINEERING INTERNSHIP

Accenture
  • The project was to add features and handle the e-commerce type website namely CSPS, based on Italy which supplies spare parts of automobiles
  • Worked on some queries related to backend and database
  • Technologies used: Java, Javascript, COBOL, JSP.

Education

B.Tech. in Computer Science -

IIT JODHPUR
05.2023

Class 12 | HSC -

GKG HIGHSCHOOL
04.2019

Class 10 | SSC -

BVP HIGHSCHOOL
04.2017

Skills

  • C
  • C
  • Python
  • Machine Learning
  • Artificial Intelligence
  • MySQL
  • Git
  • Blockchain
  • Android Studio
  • Scikit-Learn
  • Tensorflow
  • Keras
  • OpenCV
  • Pandas
  • Numpy
  • Competitive Programming
  • Javascript

Projects

  • ELECTRI FYI | Design Project Supervisor: Dr. Ravi Yadav, IIT Jodhpur
    Developed an Android app to track and display real-time power consumption stats from smart meters.
    Created a desktop app for power providers to monitor graphical data for all consumers.
    Technologies: ElectronJS, NodeJS, Java (Android), MySQL, Grafana
    GitHub Repo | Report
  • COVID MASK DETECTOR | Course Minor Project Supervisor: Dr. Richa Singh, IIT Jodhpur
    Trained ML models (KNN, Naive Bayes, Decision Tree) to predict mask usage from images.
    Implemented hyperparameter tuning to enhance model accuracy.
    GitHub Repo | Report
  • SIMRANK | Major Project Supervisor: Dr. Dip Sankar Banerjee, IIT Jodhpur
    Implemented SimRank algorithm capable of handling over 100,000 edges on a Directed Acyclic Graph (DAG).
    Optimized performance using CSR and GPU acceleration with CUDA, scaling from 400 to 100,000 edges.
    GitHub Repo | Report

Accomplishments

  • 2021 Google Hashcode Rank - 1607
  • 2019 JEE Advanced-19 AIR - 2817
  • 2017 Best Outgoing Student Award
  • 2015 INMO AIR - 91 in Indian National Mathematical Olympiad
  • 5-star badge in Algorithms and problem solving Domain of Hackerrank

Coursework

  • Data Structure and Algorithms
  • Software Engineering
  • Maths For Computing
  • Pattern Recognition & Machine Learning
  • Linear Algebra, Probability and Calculus
  • Operating Systems
  • Design and Analysis of Algorithms
  • Database Systems
  • Computer Architecture
  • Computer Networks

Timeline

SOFTWARE ENGINEER

Paytm
06.2023 - 05.2024

ADVANCED ENGINEERING INTERNSHIP

Accenture

B.Tech. in Computer Science -

IIT JODHPUR

Class 12 | HSC -

GKG HIGHSCHOOL

Class 10 | SSC -

BVP HIGHSCHOOL

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Aditya Devade