Manisha .

Data Scientist

Greater Seattle Area7 yrs 9 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Transitioned from Software Developer to Data Scientist in one year.
  • Implemented machine learning algorithms to solve complex data problems.
  • Led multiple integrations for Adobe Creative Cloud across platforms.
Stackforce AI infers this person is a Data Scientist with strong software development skills in the SaaS industry.

Contact

Skills

Core Skills

Machine LearningPythonSqlData VisualizationData AnalysisJavascriptNode.js

Other Skills

Adobe AnalyticsAlgorithms & Problem SolvingAmplitudeChrome ExtensionsComputer VisionHadoopMS TeamNatural Language ProcessingPython (Programming Language)SparkSplunkStatisticsTableauTypeScriptVisualization & Analytics - Tableau

About

Software Developer turned Data Scientist To better utilize the extra time during the pandemic in 2020, I joined a Master's program in Data Science from BITS Pilani. It was challenging managing a full-time job & studies. But I love upgrading myself & explore new things. I got interested in the Data Science domain and also being a quick learner, I was able to transition to the Data Scientist role within 1 year of the course. Today, I apply machine learning algorithms to data and solve different problems. I also play with data and put together the insights that help deliver value and eventually create value. I am a versatile and hard-working individual who has worked on various projects across different domains. Collaborated with many stakeholders internal & external to Adobe and get work done. Having knowledge of software development and my zeal to take on challenges helps me act as a bridge between the development team, analytics team, and business. I like taking ownership and having wide variety of skills help me to deliver end to end, keeping the bigger picture and the customer experience in mind. Being a person who has empathy and loves harmony, I become an active team player and contribute to the smooth execution of the project. My biggest strength is my "can-do" attitude. I approach my day-to-day problems with a positive mindset. I believe in sincerity and honesty in my work. Skills: Python, Node Js, SQL, Hadoop, Machine Learning, Natural Language Processing, Computer Vision, Statistics, Algorithms & Problem Solving, Spark, Visualization & Analytics - Tableau, Splunk, Adobe Analytics, Amplitude

Experience

Adobe

5 roles

Senior Data Scientist

Jun 2023Present · 2 yrs 9 mos

Data Scientist 3

Feb 2022Present · 4 yrs 1 mo

Python (Programming Language)HadoopMachine LearningSQLPython

Data Scientist 2

May 2021Feb 2022 · 9 mos

  • Explored & implemented models for Time Series Anomaly detection - Prophet, Iforest, LSTM, MA (baseline) etc. Data preparation and handled seasonality. For contribution analysis, implemented Auto Encoder and resulted 94% accuracy.
  • Improved customer experience by setting up Alert Framework and catching issues beforehand. Set up 30+ alerts, prevented 3 CSOs and debugged through data analysis for more than 10 issues identified.
  • Built & updated ~10 Splunk dashboards for real time data monitoring. Explored and built an exhaustive plan for dashboard optimization. Improved the speed by 80%
  • Aggregated and analyzed data from 10+ sources and collaborated with various product teams for end-to-end Max reporting and built Tableau dashboard for a consistent view. Also shared daily insights for MAX week.
  • Improved the process of project management and continuous development in the team.
Python (Programming Language)HadoopMachine LearningSQLPython

Senior Member Of Technical Staff

Feb 2020May 2021 · 1 yr 3 mos

  • Developed Adobe Creative Cloud integration for Microsoft Teams. Added the support for delivering annotation & CRUD Adobe I/O events as notifications. Completely led, owned, and designed the feature to show previews(unfurl) of XD, Assets Web, Lr & Dn links. Also enhanced the analytics of the project. Added the support for logging client-side logs to Splunk
  • Played a major role in enhancement features for Slack integration. Redesigned the complete SQL schema due to changes in the slack token schema. Wrote complex SQL queries to clean production data. Collaborated with Slack partners to resolve issues timely.
  • Developed Adobe Creative Cloud extension for Chrome. Developed the extension independent of web browser. Created lightbox UI using react-spectrum layout. Completely typescripted the project
JavaScriptChrome ExtensionsTypeScriptMS TeamSQLNode.js

Member Of Technical Staff

Jul 2018Feb 2020 · 1 yr 7 mos

  • Developed Adobe Creative Cloud integration for Slack. Solely owned the features and coordinated with different stakeholders within (Product Manager, UX designer, Localisation team, Analytics team, etc) and outside the company (Slack partners). Also added the support for localization.
  • Completely owned the Two Way Commenting (allow comments from Slack) feature. Collaborated with different stakeholders to finalize the requirements and highlight & resolve issues. Also led & owned the designs and code architecture for the project and made it platform generic.
  • Also received Family Dinner Award for contribution in Slack integration
  • Developed Adobe XD integration for Jira. Designed lightbox UI to allow users to navigate XD artboards. Tackled the problem of concurrency and parallelism in the integration.
  • Principal developer for PIE(Photoshop & Lightroom) integration with Zapier. Collaborated with PIE and brought issues to closure. Integrated Splunk from scratch in the project using HTTP Event Collector
JavaScriptTypeScriptSQLNode.js

Salesforce

Software Intern

May 2017Jul 2017 · 2 mos · Hyderabad Area, India

  • Created org and network preferences to expose the feature in organizations and communities.
  • Optimized bulk queries in MYSQL and added access checks to add admin-related permissions in the org.
  • Also wrote feature plan and component tests using selenium
SQL

Education

Birla Institute of Technology and Science, Pilani

Master of Technology - MTech — Data Science

Jan 2020Jan 2022

Malaviya National Institute of Technology Jaipur

Bachelor of Technology - BTech — Computer Science

Jan 2014Jan 2018

S.B.S School

Senior Secondary (RBSE) — PCM

Jan 2012Jan 2014

St. Xavier's School

Secondary

Jan 2012Present

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