GANESH JAGADEESAN
Data Science
Chennai,TamilNadu
Summary
Profile Summary Analytics Roadmap & Solutions Solution Designing Machine Learning & Deep Learning Process Reengineering & Restructuring Statistical Analysis Business Intelligence & Analytics Project Management Data Mining & Data Science Leadership & Team Management Experienced and enthusiastic Consultant with track record of success across wide range of industries. Possesses exceptional interpersonal, problem-solving and analytical skills to provide advice and expertise to client organizations improving business performance. Experienced in all aspects of operations, strategy and finance.
Overview
18
18
years of professional experience
1
1
Language
Work History
Skilled Data Analyst and Consultant
- Established scalable, efficient, automated processes for model development & validation, model implementation and large-scale data analysis
- Identified, collected, processed and analyzed the data, specimens, and/or samples according to established protocol, procedures & standards, as appropriate to specific objectives of the research study
- Led Descriptive, Diagnostic, Predictive, Prescriptive Analytics, solution development using Advanced Analytics & AI/ML techniques on by leading XX team
- Extended strategic insights to business stakeholders to drive actions resulting in revenue enablement, cost optimization, cash flow release & process improvement
- Expertise in Statistical Model Building, Predictive Analysis, Parameter Tuning, Visualization in Python; executed projects using Agile & Scrum methodologies
- Planned and organized day-to-day research activities and resolved procedural problems as appropriate to the timely completion of research objectives
- In-depth knowledge in Computer Vision, NLP, Python, R, SQL, Probability & Statistics for designing pipeline and AI Automation
Lead Data Scientist
with Standard Chartered Bank (GBS) Pvt. Ltd
03.2020 - Current
- Data Science
- Key Result Areas:
- Leading the Data science Delivery team of 20 members
- Projects involves the end-to-end automation of Security Services Operations work using NLP and Computer Vision techniques
- It involves developing a template agnostic and country agnostic AI Solution
- Text detection, Recognition NLP classification on Hybrid models
- Responsible for development of AI models, compliance approvals, deployment and monitoring the projects
- Directing development cycle of planning, analysis, design, development, testing, and pipeline implementation
- Mentoring the team with technical stuff and providing the adequate training
- Preparing the dataset for model development for the NLP related projects
- Acting as POC on Doc-Verification projects
- Documenting the data as per company standard & process; identifying model stability, suitability and robustness
- Proactively assisting in the development & management of data-driven projects for attaining excellence
- Highlight:
- Successfully prepared the single pipeline for multi markets with project scalability
- Confirmation on project go live for Secured service operation AI Automation
Lead Data Scientist
AstraZeneca India Pvt. Ltd
01.2016 - 03.2020
- Key Result Areas:
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordinations.
- Implemented randomized sampling techniques for optimized surveys.
- Identified, measured and recommended improvement strategies for KPIs across business areas.
- Modeled predictions with feature selection algorithms.
- Compiled, cleaned and manipulated data for proper handling.
- Devised and deployed predictive models using machine learning algorithms to drive business decisions.
Subject Matter Expert
IBM India (P) Ltd
02.2015 - 01.2016
- Key Result Areas:
- Provided tape optimization for the customer and increased the customer revenue
- Redesigned customer account to increase the backup performance and success rate
- Participated in server rebuild activity for master server, server upgrade, data domain upgrade and implemented proactive alert policies to safeguard from any P1/outage situation
- Introduced script automation for the standard file-level exclusions, while re-tuned the NetBackup Site, for the best backup performance
Technical Specialist
HCL Technologies Ltd
05.2012 - 12.2014
Technical Services Specialist
IBM India (P) Ltd
05.2011 - 05.2012
Specialization Senior Infrastructure
Mphasis Ltd
08.2010 - 05.2011
Systems Engineer
Wipro Technologies Ltd
05.2007 - 08.2010
Sr. Associate IT Engineer
Lason India Ltd
06.2005 - 05.2007
Education
Post Graduate - Data Engineering
Purdue University
IBM) IBM, AWS, Microsoft from SimpliLearn Certified - undefined
PGP-Artificial Intelligent & Machine Learning - undefined
Great Lakes Institute of Mgt (Associated with Texas University
Diploma - Computer Technologies
Sriram Polytechnic College
Skills
Thought Leader Plannerundefined
Accomplishments
- PGP - Data Engineering
- Big Data Hadoop & Spark Developer
- AWS Tech Essentials
- Big Data On AWS
- Azure Fundamentals & Data
- Engineer
- Data Engineer Capstone
- Sun Certified System Administrator:
- Solaris 5.9
- Microsoft Certified System Engineer:
- Windows 2000
- Red Hat Certified Engineer: RHCE
- Agile Basic Training
- IT Technocrat with rich and professional experience of 18 years; gained 7 years expertise in Data Science, Deep Learning
- Led all phases of data management right from collection, analysis, summarization, findings, presentations to transformation of data in meaningful manner using Data Mining Techniques for business requirements
- Implemented statistical, predictive or other mathematical methodologies for specific models or analysis
- Experience in using statistical computer language i.e., Python to manipulate data and draw insights from large data sets, Data mining and Data visualization
- Displayed a valuable contribution as a Data Scientist by providing valuable insights & predictions to achieve optimal hedge through predictive analytics
- Comprehensive experience in techniques like Descriptive, Inferential and Predictive Statistics, Data Preparation, Exploration & Data Visualization
Timeline
Lead Data Scientist
with Standard Chartered Bank (GBS) Pvt. Ltd
03.2020 - Current
Lead Data Scientist
AstraZeneca India Pvt. Ltd
01.2016 - 03.2020
Subject Matter Expert
IBM India (P) Ltd
02.2015 - 01.2016
Technical Specialist
HCL Technologies Ltd
05.2012 - 12.2014
Technical Services Specialist
IBM India (P) Ltd
05.2011 - 05.2012
Specialization Senior Infrastructure
Mphasis Ltd
08.2010 - 05.2011
Systems Engineer
Wipro Technologies Ltd
05.2007 - 08.2010
Sr. Associate IT Engineer
Lason India Ltd
06.2005 - 05.2007
Skilled Data Analyst and Consultant
Post Graduate - Data Engineering
Purdue University
IBM) IBM, AWS, Microsoft from SimpliLearn Certified - undefined
PGP-Artificial Intelligent & Machine Learning - undefined
Great Lakes Institute of Mgt (Associated with Texas University
Diploma - Computer Technologies
Sriram Polytechnic College
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