R

Rashmi Saravanan

AI Researcher

Bengaluru, Karnataka, India12 yrs 3 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • 7+ years of diverse IT experience.
  • Expertise in data science and analytics.
  • Strong communication and leadership skills.
Stackforce AI infers this person is a Data Science professional with a strong background in telecommunications and analytics.

Contact

Skills

Core Skills

Data ScienceMachine LearningData EngineeringData Visualization

Other Skills

AnalyticsCC++Classification AlgorithmsCore JavaDBMSData AnalysisData AnalyticsData CleaningData MungingData ProcessingDatabasesGrafanaJFaceJava

About

Its been a good roller coaster ride in 7+ years of experience in IT industry. I have worked on different domains like banking, health care , sales and inventory . With total of 6+ years of experience has data scientist/data analyst i got to work on technologies/tools like R, Python, Rshiny, Grafana, Orange, Knime, Mysql, Power BI , Advance Excel, tableau ,Hive ,Hadoop It always interest me to learn new technologies which would upgrade my skills to the present market requirement. My love for communication has been made to be apart of toastmasters.

Experience

12 yrs 3 mos
Total Experience
3 yrs 6 mos
Average Tenure
5 yrs 6 mos
Current Experience

Target

2 roles

Lead Data Analyst

Dec 2023Present · 2 yrs 5 mos

Senior Data Analyst

Nov 2020Dec 2023 · 3 yrs 1 mo

Xiaomi india

Data Analyst

Oct 2018Oct 2020 · 2 yrs · Bengaluru Area, India

At&t

Data Scientist

Nov 2016Jun 2018 · 1 yr 7 mos · Bengaluru Area, India

  • In AT&T , I got to work on different projects and different roles.
  • 1. Data Scientist
  • Project: “Virtual Ticket Management ” Company: AT&T
  • Description: The Virtual Ticket Management involves analysis on ticket data of AT&T services. Which sources data from BMP and AOTS. The analytics involves to find patterns in ticket resolution life cycle and time to resolve ticket.
  • Use cases solved :
  • a. Estimating time for a new ticket to reach its next resolution step: It’s a regression problem. Which has been solved with intend pattern recognition using process mining and regression approach of Support vector regression and random forest regression. The ensemble models yielded the better accuracy.
  • b. Estimating next milestone for a ticket under resolution: It’s a classification problem . As per the Domain context ticket resolution steps moves in major milestones. The problem has been solved with ensembled classification algorithms.
  • Responsibilities:
  • 1. Data Processing and Data Cleaning .
  • 2. Munging operation on raw data to transform into model consumable data, which are written in python
  • 3. Analyzing the use case with proper domain context and Researching on various Machine learning approaches.
  • 4. Parameter tuning and validation for better results
  • 5. Python Scripts to implement solution approach and deploying.
  • 2. Lead GUI Developer
  • Project: “Single Source of Truth [SSOT]”
  • Description: The SSOT involves analysis on ticket data of AT&T services, visualization of real-time data analysis, Processing of data from different database.
  • Use cases solved :
  • Visualizing the real-time data from mongodb using Grafana tool. We are solved different use cases like visualization of root cause vs predicted root cause
  • Responsibilities:
  • Researching on different GUI open source tools suitable for our requirement.
  • Implementing Grafana tool in server .
  • Writing queries and creating dashboard for the different user stories.
Data ProcessingData CleaningMungingMachine LearningPythonRegression Analysis+4

Toastmaster international

Communication and Leadership Experience

Jan 2015Nov 2020 · 5 yrs 10 mos · Electronic City

  • Toastmasters International is a world leader in communication and leadership development. Over 15000 clubs in 130+ countries make up the global network of meeting locations. A Toastmasters meeting is a learn-by-doing workshop in which participants hone their speaking and leadership skills in a no-pressure atmosphere.
  • I have taken up many Communication & Leadership roles in my home club and outside.
  • Major Leadership roles held:
  • Vice President of Public Relations, CGI Elite Speakers' Forum (Jan '15 - Jun '15)
  • Vice President of Membership, CGI Elite Speakers' Forum (Jun '15 - Dec '15)
  • 2015 was a year being a VP-PR (Vice President-Public Relations) and VP-MEM (Vice President of Membership) of "CGI Elite Speakers Forum".It involved alot of communication with diffirent people with different perspective and marketing your club among best club present and enhancing your creative and convincing skills.
  • Member of District PR team ,District 92 Toastmasters International

Cgi

Software Engineer

Feb 2014Oct 2016 · 2 yrs 8 mos · bangalore

  • I am working on product development which based on investment banking sector.
  • I am part of the development team working as an Associate software engineer. As a part of the team I worked on securities, reports, AFT (Automatic Fund Transfer) and taxes. Working on enhancements and bug-fixes for the existing clients.I have mainly worked on domain C++, Unix and MySQL. The project which I am working mainly requires business logic and functionality.

Education

Global Academy Of Technology

Bachelor of Engineering (B.E.) — Computer Science

Jan 2009Jan 2013

Mes mpl shastry pu college

equivalent to +2

Jan 2007Jan 2009

East West Public School

Jan 1997Jan 2007

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