Overview
Work History
Education
Skills
Certification
Projects
Timeline
Generic

Ishita Joshi

Overview

3
3
years of professional experience
1
1
Certification

Work History

Software Engineer 2

American Express
12.2023 - Current
  • Performed the migration of legacy systems processing 100 TB/day of transactional data to Google Cloud Platform (GCP), achieving an estimated 55% reduction in processing time and a 20% improvement in data pipeline maintainability through the implementation of a medallion architecture.
  • Led the team of 2 to develop high-performance Kafka & Spark ETL pipeline, ingesting data from diverse sources in real-time. Streamlined workflows & enforced data governance for downstream teams, achieving 90% dependency reduction & 40% faster processing.
  • Conceptualized and implemented a CI/CD pipeline deployed on Git, featuring automated pull request checks and artifact builds within Artifactory, resulting in a 80% reduction in Airflow deployment time and a 60% increase in development team efficiency.

Lead Business Analyst

American Express
02.2022 - 12.2023
  • Designed and implemented an automated process for sample uploads on Pega-developed platform CLIC using Python scripting, achieving a 60% increase in efficiency and eliminating human errors.
  • Designed and implemented an automated process for sample uploads on Pega-developed platform CLIC using Python scripting, achieving a 60% increase in efficiency and eliminating human errors.
  • Created business controls and system checks to maximize accuracy and protect data from manual intervention, resulting in an increased efficiency of 30%.

Network Consulting Engineer

Cisco Systems
08.2021 - 02.2022
  • Performed network analysis for enterprise and service provider networks alongside developing automation scripts to excel customer experience
  • The automation projects reduced manual efforts by 95% on the monthly deliverables.

Technical Consulting Intern

Cisco Systems
01.2021 - 07.2021
  • Developed an ensemble machine learning model to detect PII information and devised a masking technique through pattern recognition to prevent data leakage.

Education

Bachelor of Technology - Computer & Communications

Manipal University Jaipur
07.2021

Skills

    Programming Languages: Python(Data Structures), Java, SQL, NoSQL, Unix/Linux

    Databases Systems: Hive, Cassandra, MongoDB, Docker, Relational databases, Distributed Computing

    Big Data: Apache Hadoop, Spark, Flink, Kafka, Data Warehousing, Snowflake

    Cloud & DevOps: GCP (BigQuery, Spanner, DataFlow), Microsoft Azure (Data Factory, Synapse, Cosmos DB), Jenkins(CI/CD), Git, Airflow

Certification

  • AmEx GSG OE Q1-Q3 Extraordinary Effort Award: Received award for reduction of manual efforts by 98%.
  • Cisco Inspire to Innovate Award: Received award for developing automation scripts to accelerate customer deliverables.
  • Best Research Paper: International Conference on Innovations in Computational Intelligence and Computer Vision (ICICV-2020)
  • Cisco Certified DevNet Associate (DevNet): 03/30/21
  • Cisco Certified Network Associate (CCNA): 06/29/21

Projects

Autonomous Driving Model

Developed an advanced Level 3 self-driving bike simulation system utilizing computer vision technology by generating a custom YOLOv2 object detection model tailored to prioritize heavy vehicles such as trucks and buses, while also incorporating precise animal detection, inspired by a real-world Indian case study.


5G Communication Modulator

Implemented waveform modulation technique cyclic-prefix (CP-OFDM) alongside DFT-s-OFDM on 5G downlinks and uplink signals over different QPSK and QAM techniques in order to provide LTE solution for non- standalone (NSA) 5G NR.


Candidate Personality Prediction System

Created a machine learning Flask web app for candidate hiring portals which predicts the personality of a candidate only through the resume prior to the actual assessment henceforth reducing the cost and time taken by a company to hire a candidate, inspired by Myers-Briggs’s personality test.

Timeline

Software Engineer 2

American Express
12.2023 - Current

Lead Business Analyst

American Express
02.2022 - 12.2023

Network Consulting Engineer

Cisco Systems
08.2021 - 02.2022

Technical Consulting Intern

Cisco Systems
01.2021 - 07.2021

Bachelor of Technology - Computer & Communications

Manipal University Jaipur

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Ishita Joshi