Experienced Data Scientist accomplished in understanding, analyzing and solving complex problems through data science techniques. Extensive experience in Maritime & Trade industry with focus on Dry Bulk Freight markets. Expert in machine learning and statistical analysis. Demonstrated success in identifying relationships and building solutions to business problems.
Hi, I’m
Ashis Mohanty
Principal Data Scientist
Bangalore
Summary
Overview
13
years of professional experience
6
years of post-secondary education
Work History
S&P GlobalBangalore
Principal Data Scientist
Nov.2019 - Current (5 education.years_Label & 10 education.months_Label)
Job overview
- Forecasting Freight Rate for Dry Bulk shipping market
- Expertise in Time Series forecasting using Statistical, Machine Learning and Deep Learning Models
- Generating insights from dry bulk trade data
- Developed Weekly ML models to predict short term TC rates for Capesize, Panamax and Supramax sizeclasses
- Forecasting Spot Rate, Period Rates and Asset Prices
- Fleet Capacity Forecast for Capacity, Delivery, Deletion and New Orderbook
- Analyzing MAPE, Directional Accuracy and PnL of the forecasts
- Used various factors such as Shipment Velocity, Laden-Ballast spread, Commodity Prices, Port Congestion, Commodity Exports etc. in review process with SME
- Programming - R, Python
- Modeling - Machine Learning, Deep Learning, Statistical
EYBangalore
Senior Consultant
Jan.2014 - Oct.2019 (5 education.years_Label & 9 education.months_Label)
Job overview
- Worked for various clients of EY on retail, healthcare and BFSI domain
- Analysing and forecasting sales data using various statistical techniques
- Implementing Machine Learning models to solve various problems
- Text analytics and summarization using NLTK
- Sentiment Analysis with in-built lexicons
- Keyphrase extraction, Topic modeling, Text clustering
- Worked with a US Govt medical agency on rating hospitals in US
- Creating Proof of Concepts for business problems
- Worked as a Test Lead/Business Analyst for Insurance and Tax firms
CapgeminiBangalore
Associate Consultant
Aug.2010 - Jan.2014 (3 education.years_Label & 5 education.months_Label)
Job overview
- Worked as a Business Analyst with ANZ Bank, Santander UK and HSBC Latin America
- Extensive experience on HOGAN Core banking platform
- Preparing Business Requirement Document to understand and implement requirements
- Customer and Account Processing, Core Transaction Management, Loans, Deposits
- Coordinating with various teams to test the system integration between various applications
- Ensuring data flow through upstream and downstream applications
- Ensuring feature implementation in Development, Pre-Production and Production environments
- Well versed with working in a Waterfall model
Education
Indian Institute of TechnologyHyderabad
M.Tech from Data Science
Jul.2022 - Current (3 education.years_Label & 2 education.months_Label)
University Overview
- Pursuing Master of Technology in Data Science from one of the prestigious technical institutes, Indian Institute of Technology, Hyderabad
- Mathematics, Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Management, Image and Video Analytics
Indian School of BusinessHyderabad
Certificate Programme in Business Analytics from Data Science
Dec.2016 - May.2018 (1 education.year_Label & 5 education.months_Label)
University Overview
- Completed Certificate Programme in Business Analytics from a premier B-School, Indian School of Business, Hyderabad
- Descriptive statistics, Sampling, Regression analysis, Survival Analysis
- Unsupervised and Unsupervised Learning
- Deep Learning: MLP, RNN, CNN, LSTM, Autoencoders
- Text Analytics
- Data Visualization: Tableau
- Optimization: Linear, Non-Linear and Integer Programming
- Retail and Supply Chain Analytics
- Social Media and Web Analytics
- Customer Analytics for New Product Development
- Big Data Management: Hadoop framework, Spark, Spark SQL
- Forecasting Analytics : Univariate and Multivariate
- Simulation: Monte Carlo and Discrete-Event Simulation
- Financial Analytics: Portfolio Optimization and Asset Pricing
Orissa Engineering CollegeBhubaneswar
B.Tech from Information Technology
08.2006 - 06.2010
University Overview
- Completed Bachelors of Technology from Orissa Engineering College
- Major: Information Technology
Skills
Machine Learning
Availability
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Timeline
Indian Institute of Technology
M.Tech from Data Science
Jul.2022 - Current (3 education.years_Label & 2 education.months_Label)
Principal Data Scientist
S&P Global
Nov.2019 - Current (5 education.years_Label & 10 education.months_Label)
Indian School of Business
Certificate Programme in Business Analytics from Data Science
Dec.2016 - May.2018 (1 education.year_Label & 5 education.months_Label)
Senior Consultant
EY
Jan.2014 - Oct.2019 (5 education.years_Label & 9 education.months_Label)
Associate Consultant
Capgemini
Aug.2010 - Jan.2014 (3 education.years_Label & 5 education.months_Label)
Orissa Engineering College
B.Tech from Information Technology
08.2006 - 06.2010
Awards and Recognition
Awards and Recognition
- Capgemini - ANZ Spot Award
- EY - Feather in the Cap - Spot Award
- EY - Excellence in Service
- EY - BBWY - Better Begins with You - Finalist (Global Awards)
- IHS (S&P) - Team Impact Award - FRF
Interests
Interests
- Current Affairs
- Reading research papers in AI/ML space
- Listening to music
- Travelling and Biking
- Cricket
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