
Dilip Mohan
Research

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About me
Advanced Analytics | Data Science | Decision Models | Business Research
Education

SBOA
1999 - 2001Higher Secondary Computer Science.webp)
Indian Institute of Science (IISc)
2006 - 2008MBA Finance
Anna University Chennai
2001 - 2005B.E. Electronics and Communication
Experience

Indian Academy of Sciences
Dec 2005 - Jul 2006ResearchA Study of the Stellar Population of a Cluster• Determination of different parameters of a star cluster like age, distance, radial density profile, mass function etc by analyzing the light received from it through a powerful telescope• Identification of objects in the data using detection algorithms and performing photometry.• Determination of parameters like age, reddening, distance, mass function etc based on the radial density profile• Understanding of the early stages of evolution of star clusters and evaluating star formation theories based on mass function and luminosity function. Show less

Reserve Bank of India
May 2007 - Aug 2007InternshipA Study on the impact of FIIs/FDIs on India’s Growth • A statistical analysis of the impact of Foreign Institutional Investments and Foreign Direct Investment on various sectors of the Indian Economy • The historical inflows/outflows of FIIs & FDIs were discussed and various factors determining their flows were analysed • Several statistical tests were performed to determine the correlation between FII/FDI flows and progression of various sectors of the Indian Economy • Based on their results several conclusions could be drawn on the growth patterns of Indian Economy Show less

EcoLogin
Aug 2009 - Mar 2010Manager Finance• Handled Finance & Administration and led expeditions with diverse groups of people for this eco-tourism startup

State Bank of India
Apr 2010 - Apr 2013Deputy Manager* Handled a credit portfolio of ~Rs.240 crores: Assessed, evaluated and recommended credit proposals and disbursed them in accordance with appropriate procedures * Managed the FOREX operations of my branch* Supervised entire general banking operations with about 40 staff members on a regular basis and headed various branches on several occasions• Prepared credit appraisals, performed Credit Risk Assessment and worked out capital charge for several credit proposals• Managed a whole gamut of FOREX operations involving export/import bills, buyers/suppliers credit, options/forward contracts, and purchase/sale of foreign currency through telegraphic transfer using SWIFT• Identified potential Agri-businesses and SMEs, estimated their financial requirements and worked closely with them to achieve their targeted business performance by suggesting suitable financial products that fit their needs and supported their operations• Identified early warning signals from units and averted their failure by providing suitable support in accordance with laid-down procedures Show less

Infosys
May 2013 - Oct 2014Research Associate* Developed several statistical and analytical models as part of the Pervasive Computing theme of CITE (Center for Innovation for Tomorrow’s Enterprise)* Contributed to several Client Workshops by conceptualizing Point-of-Views and providing business insights • Created an analytics framework to identify & track social risk for enterprise brand image using social media analytics. Charted out mechanisms to evaluate & optimize enterprise responses to perceived social threats • Devised a tool to discover cohesive interest groups in collective intelligence platforms such as open source communities, crowdsourcing systems and network societies, and formulate mechanisms for targeted advertising & effective online knowledge sharing• Conceptualized a model for Drug Repurposability using R, Stanford NLP and Gephi• Built a Loss Prevention Engine using WEKA for predicting Retail Shrink• Analysed Social Media Movements and Stakeholder Management based on enterprise lessons from the Rana Plaza Factory Collapse• Studied the strategic alliance networks of more than 900 Pharma companies over a time period of 5 years to come up with effective innovation through benchmarking Show less

Cognizant Technology Solutions
Oct 2014 - Sept 2016Manager - Analytics* Providing analytical solutions to improve performance and/or reach of various clients across Banking, Retail, Insurance, Healthcare and Energy & Utilities verticals* Creating Point-of-Views on adopting Digital Transformation for different organizations across multiple verticals * Charted an analytical framework for a digital engagement product to provide business insights using enterprise and social media data* Developed core analytics engine for social media analytics platform* Created advanced analytical modules for lead generation, innovation intelligence, behavior modelling, risk and reputation management Show less

Northern Arc Capital
Sept 2016 - Jun 2018Senior Associate - Risk Analytics* Providing insights and modeling solutions for various internal processes of the organization, especially towards understanding risk on various investments* Establishing and deepening analytics advisory engagements with the organization’s originators and investors* Devised predictive models that provide insights on key parameters (like recovery rates, economic capital) to investors and originators from their portfolio data* Created an analytical method to understand credit and default drivers in Microfinance sector for portfolio selection and loss estimation using internal as well as aggregators’ data Show less
Licenses & Certifications
- View certificate

Applied Machine Learning in Python
Coursera Course Certificates - View certificate

Applied Plotting, Charting & Data Representation in Python
Coursera Course Certificates - View certificate

Convolutional Neural Networks
Coursera Course Certificates - View certificate

Introduction to Data Science in Python
Coursera Course Certificates - View certificate

Structuring Machine Learning Projects
Coursera Course Certificates - View certificate

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Coursera Course Certificates - View certificate

Neural Networks and Deep Learning
Coursera Course Certificates
Honors & Awards
- Awarded to Dilip MohanExpress IT Award - Dec 2015 One of the best analytics solution in the year - for QuantEye
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