Operations Research, ML, Deep Learning, NLP Expert
I am passionate about data based decision making and want to explore opportunities in the same domain. I bring to the table an expertise in Operations Research, handling optimization based software's and mathematical modeling knowledge, along with traditional Machine Learning, Deep Learning, NLP and Computer Vision capabilities.
I am experienced in handling large scale optimization and built reusable and software products in C++, Java using optimizer like ILOG CPLEX,Gurobi, X-PPRESS aimed for industrial use and decision making in proper planning. I have expertise in developing and delivering software products implemented programming languages like Python, Java.
♣ Developed Target Promo Planning Calendar solution to optimize promotions offering, in Java/Spark map-reduce framework, using Genetic Algorithms and Branch & Bound implementation
♣ Spearheaded R based Space Optimizer solution using Regression, Random Forests, XGBoost and optimizing by GLPK solver
♣ Implemented a Python-based Dynamic Programming Smart-Buildings agent
♣ Prototyped a AI/NLP Python- based bot using RNNs and LSTM techniques
♣ Awarded the BI&A VP Award
Consultant/ Analytics-ML-Optimization Trainer
Feb 2013 - Present
§ Academic Courses: Taught in IFIM, a top business school in Bangalore
i. “Fraud Analytics” (30 hour)
ii. “Operations Research” (30 hour)
iii. “Framework for Business Analytics”
iv. “Quantitative Techniques in Management” (40 hour)
§ Trained Capgemini on “CPLEX” through 5-day Corporate Training course
§ Conducted Corporate Training (3-day course) on “CPLEX & Optimization” to SAP Ariba
§ Consultant to a not-for-profit research think tank in Bengaluru improving quality of governance in India
Senior Inventory Analyst
May 2015 - Apr 2016 (11 months, 1 day)
♣Developed end-to-end multi-time period Price Optimization model using Mixed Integer linear programming (MILP)techniques for revenue/profit maximization – Java based Gurobi optimizer system enabling $150million benefit.
♣ Rewarded with EXCEED award for best performance within the organization: project selected as maximum impact.
♣ Implemented a Lost sales estimation methodology using Expectation Maximization (EM) algorithm in R
Fellow in Management (PhD)
Indian Institute of Management, Calcutta, India 2008 - 2012
Bachelor of Engineering (Electrical Engineering)
Jadavpur University, India 2004 - 2008
Financial Risk Manager
Global Association of Risk Professionals (GARP), USA
The world's leading association for risk professionals (115715)