Abhijit B Darwade
Mobile: +91-989*******
Email: *******.*.*******@*****.***/*******.*******@*****.**.**
[pic]
Currently working as Senior Staff Software Engineer in IBM Pune since
Aug/2008.
Overall Experience 9.8 Years (Data Mining (SPSS Predictive Analytics), Text
Mining, Business Analytics (Cognos), Data warehousing (ETL), SQL,
PLSQL, Databases)
Oracle certified Associates(Developer,DBA track), MBA Finance, BE
Computer Science
KEY SKILLS
. Predictive Analytics with SPSS Modeler, SNA, Entity Analytics.
. Text Mining with SPSS Text analytics.
. R-Programming.
. Business Rules definitions with Analytics Decision Management, ILOG.
. Dimensional modeling (Framework Manager),Report Authoring with Cognos
BI
. ETL tool Data Manager,Data Stage.
. Database programming,SQL,PLSQL.
. Databases DB2,Oracle,SQL Server, Netezza.
. Industry domain knowledge (Predictive Maintenance,Insurance,Finance,Retail,Telecom, Energy Utility)
. Agile/Scrum
CERTIFICATIONS /TRAININGS
. Oracle Certified Associates (Developer,DBA Track 9i)
. Instructor based trainings on
SPSS portfolio (SPSS Modeler,SPSS statistics, Text Analytics,
Decision Management)
Cognos BI, Framework Manager, Report Studio, Query Studio.
Oracle SQL,PLSQL
IBM Netezza Appliance Usage and Advanced Concepts
Quest Central tool for Database performance monitoring
Unix Shell scripting
AWARDS
. Kudos Award in SunGard.
. Excellence and Eminence Award in IBM.
WORK EXPERIENCE SUMMARY
No ORGANIZATION From To
1 IBM India Pvt Ltd Pune. Aug 2008 Till date
2 SunGard Technology Services Pune. June 2007 Aug 2008
3 eGain Communication Pvt Ltd Pune. Nov 2005 June 2007
4 FWL Technologies India Pvt Ltd Mar 2004 Nov 2005
Pune.
SKILL SET
No Skill Area Technology
1 Data Mining SPSS Modeler,Statistics, Text analytics,
( Predictive SNA, Entity Analytics, Decision management
Analytics),C&DS
2 BI Tools Cognos BI, Framework Manager, Report
Studio, Query Studio, Analysis Studio,
Metric Studio.
3 ETL Tools Data Manager, Data Stage
4 Databases Oracle, Sql server, DB2, Netezza
4 Database Development SQL,PL/SQL, TSQL
5 Software Tools Data Architect, Power Designer 10.0, SQL
Developer, TOAD, PL/SQL Developer
6 Operating Systems Window, Linux
WORK EXPERIENCE
Organization: IBM India Private Limited (www.ibm.com)
Designation: Senior Staff Software Engineer.
Project Name Next Best Action (IBM Smarter Analytics Signature Solution)
Mar 2010 - Till Date
Technical SPSS Modeler, Text Analytics, SNA, Entity Analytics,
Details Decision Management,C&DS, Coremetrics, SMA,Big Data
Accelerators,DB2
Abstract Next Best Action deliver the most appropriate action at the
right time across channels. Personalized interactions are
enabled by comprehensive view of a customer,Real-time
analytics to anticipate customer behavior,Cross-channel
delivery of best action to address customer,need and
enhance long term business revenue.
Responsibilit Role as Solution developer.
y Develop NBA solutions for different industries including
Insurance,Energy Utility,Telecom,Banking. The NBA
solutions showcase different product integration aspects
including SPSS Modeler,Text analytics,SNA,C&DS,Decision
Management, Cognos,ILOG,Coremetrics,SMA, Mobile
Apps,etc.
Develop base solutions for Predictive Maintenance,Retail
industries.
Develop Predictive models by using data mining algorithms
available in the SPSS modeler. Association models(Apriori,Sequence).Segmentation models(K-Means,Twostep).
Classification models(Decision list,C5.0,Logistic
Regression,Cox, Bayes Net) and Time Series Forecasting.
Develop predictive models including Market Basket Analysis,Category Affinity,Part Failure prediction,Churn Prediction,Response Propensity,Satisfaction or net promoter score
(NPS) model,Demand Response Program Acceptance,Customer
Segmentation(Lifetime,financial sophistication),Sequence
Analysis,Buying Propensity Model,Campaign Response
Model,Customer lifetime value model (CLTV).
Develop Text Analytics models to extract meaning full
information, sentiments from unstructured sources like
survey, social media sites, call center notes,etc.
Develop classification and time series forecast models for
employee Attrition prediction. Develop SNA models for group
and diffusion analysis. Business rule definitions in the
Analytics Decision Management, ILOG.
DB design and creation of sample data. Installation of SPSS
products. Packaging of solutions.
Mentoring team members for SPSS products, SPSS
installation, databases.
Mentoring pre-sales team for SPSS product features and POC.
Contribution to customer engagements Coca Cola (Predictive
Maintenance),Ford(Text Analytics),GM(hierarchical data
patterns),FIS GLOBAL (Text Analytics), AP Police
(SNA),MASS(Employee Attrition Prediction).
Project Name IBM Cognos Analytic Applications (Adaptive Application
Framework ) Aug 2008 - Feb 2010
Technical Cognos BI, Modeling (Framework Manager), Data warehousing
Details (Data manager, Data Stage ), Report Authoring (Report
Studio, Query Studio).
Abstract IBM Cognos Analytic Applications are packaged business
analysis and reporting solutions that provide
line-of-business professionals with actionable,
cross-functional insight drawn from information locked in
ERPs and other data sources. It is built on IBM Cognos 8
platform. These Applications are developed by using
Adaptive Application Framework. This Framework having two
components, Adaptive Warehouse and Adaptive Analytics. The
Adaptive Warehouse component is integration of Modeling and
ETL Tool (Framework Manager, Data Manager, Data Stage). The
Adaptive Analytic component is Report Authoring Tool. The
available prepacked solutions are Workforce Performance,
Talent, Financial Performance Analytics, Banking Risk
Performance.
Responsibilit Role as Solution developer.
y Dimensional modeling in Adaptive warehouse (Star schema).
ETL data load and related performance issues. Query
rewriting and purge scripts to improve warehouse
performance.
Report Authoring (creation of new reports, modification in
the existing reports).
Upgrade old version of applications into the latest version
of framework.
Enhancement in the existing applications.
Dimensional modeling by using Framework Manager Tool.
Creation of reports by using Report Studio, Query Studio,
Analysis Studio.
Mentoring junior team members.
Mentoring pre-sales teams on Applications features and POC
development.
EARLY EXPERIENCE
Organization: SunGard technology services (www.sungard.com)
Designation: Senior Software Engineer.
Project Name Ambit (AvantGard Receivables)
June 2007 - Aug 2008
Clients : Emerson, Ikon, Philips, thermofisher
Technical SQL, PL/SQL, Customize ETL Tool, DBA activity,Query
Details Performance tuning.SQL Developer, TOAD, Oracle, SQL Server.
Abstract AvantGard offers credit and collections software that helps
drive automation, workflow and collaboration across the
Order-to-Cash cycle. AvantGard helps companies manage
strategic and major accounts as well as order lifecycle,
credit risk, collections, dispute resolution, cash
application, dashboards and reporting for all accounts.
Organization: eGain communication Pvt Ltd. Pune (www.egain.com)
Designation: Product Engineer.
Project eGain Service (Multichannel customer service software).
Name Dec 2005 -June 2007
Clients : Abn Ambro, Fidelity
Technical SQL, PL/SQL, TOAD, PLSQL Developer, Data Modeling,
Details Performance tuning,Oracle,SQL Server.
Abstract eGain is the leading provider of customer interaction
management solutions. It provides solutions for business
process Outsourcing (BPO) industry, email management,
interactive Web collaboration, intelligent self help
agents, knowledge management. Gain helps organizations
transform their traditional call centers into multi-channel
customer interaction hubs. eGain Service is the industry's
most innovative and complete suite of customer service and
contact center software.
Organization: FWL Technologies India Pvt Ltd. Pune [acquired by Four Soft
Limited]
Designation: Programmer
Project Name FullfillmentSCE
Mar 2004 - Nov 2005
Clients : China Shipping[US],CMA-CGM,Shankar
Technical SQL, PL/SQL, TOAD, PLSQL Developer, Oracle Forms 6i, Report
Details 6i, Oracle 8i/9i
Abstract The FullfillmentSCE Shipping and Agency System is Logistics
and supply chain system for liner shipping companies. It
provides needs of the extended supply chain - from
wholesale distribution, to intermodal transport, from
freight forwarding to shipping, from warehouse management
to financial accounting and e-commerce. China Shipping is
one of the biggest shipping carries in the world.CSCL in
China has its own international cargo agency, container
yard and container lorries companies.CMA-CGM is one of the
leading shipping companies With more than 216 ports of call
in 126 countries and 420 agencies around the world.
Overall Role as database Developer,ETL developer,Report
Responsibilit Authoring, DBA
ies in Early
experience Develop database objects including stored packages,
procedures, functions.
Develop custom ETL scripts. Custom warehouse db cleanup
scripts.
Rewriting (Optimization) SQL queries,Procedures for
performance improvement.
Use of SQL Trace, Explain Plan Tools for Query
improvements.
Monitoring application DB performance by Quest central tool
and optimization of more expensive queries.
Data modeling using power designer tool.
Basic GUI development using Oracle forms and reports.
Develop custom XML reports.
DBA activities.
Documentation as per standard process.
Code review of team members.
Mentoring team members.
EDUCATION
Exam University / Year Marks/CGPA Grade obtained
Board
MBA (Part ICFAI 2013 6.33 Pass class
time)
B.E. Pune University 2003 62 First class
H.S.C. Pune Board 1999 82.17 First class with
Distinction
S.S.C. Pune Board 1997 81.14 First class with
Distinction
PERSONAL DETAILS
Address : B1-502, Nisarg Nirman,Pimpale Saudagar,
Pune- 411027.
PASSPORT NO. (VALID UPTO) : F1411314 (DEC 2014)
MARITAL STATUS : Married
Date of Birth : 09-Nov-1981