Senior Data Science Engineer Resume
Holmdel, NJ
PROFESSIONAL PROFILE:
- A versatile engineer, mathematician and probabilist
- Probability Theory and Mathematical Statistics
- Data analysis time series and forecasting, including anomaly detection, estimation, inference, hypothesis testing, regression analysis, life time analysis models, parametric and semi - parametric methods, data visualization, machine learning, Monte Carlo simulation and variance reduction techniques, stochastic calculus and ordinary stochastic differential equations
- Mathematics of finance including modeling asset returns, Markowitz portfolio theory, value-at-risk, expected shortfall, Black-Scholes analysis, pricing American and European style options, Capital Asset Pricing Model, General Risk-neutral Asset-pricng.
- Independent research in econometrics
- Asymptotic methods and Perturbation Theory
- Differential equations and numerics
- Graph Theory, knowledge of graph algorithms, critical path analysis, maximum-flow-minimum-cut algorithms
COMPUTING SKILLS:
- R statistical programming language (RStudio, Shiny)
- Proficient in SQL and HiveQL
- Matlab and Octave
- C++/STL
- Knowledge of Python
- Microsoft Office
- Linux/Unix environment and Cygwin
WORK EXPERIENCE
Confidential, Holmdel, NJ
Senior Data Science Engineer
Responsibilities:
- Survival and life time modeling and analysis
- Mentoring and knowledge transfer
- Tools used: R, RStudio, ODBC, Rspark, SQL, Hive and Microsoft Office
Confidential, Schaumburg, IL
Principal Engineering Data Scientist
Responsibilities:
- Time series analysis and forecasting
- Anomaly Detection
- Providing leadership in Data Science by encouraging the use of quantitative analytics in decision making throughout the company
- Knowledge transfer giving tutorials to groups and individuals
- I was given the USCC 2H17 Excellence Award for just-in-time forecasting of USCC backhaul capacity needs
Tools: used: R, RStudio, ODBC, SQL, HiveQL, LaTex, Microsoft Office, Big Data Environment
Confidential, Chicago, Illinois
Senior Data Scientist
Responsibilities:
- Built a model for predicting the likelihood of binds for new applicants
- Built a retention model for Confidential clients
- Built a model for predicting what set of products a visitor to Confidential websites might be interested in
- Knowledge sharing by giving individual and group tutorials to coworkers
- Fielding mathematical questions on an ad hoc basis
Tools: use: R, RStudio, SQL, Cygwin, Windows and Office, Microsoft SQL Management Studio
Confidential
Researcher
Responsibilities:
- Carrying out independent research in financial econometrics, data analysis, time-series and forecasting. I post some of my results on GitHub
Tools: used: R, Matlab, RStudio, Python, Eclipse, LaTeX, Linux and Windows, Microsoft Office
Confidential
Consultant
Responsibilities:
- Provided client with tutorial on the econometrics of stocks, and stock option pricing and derivatives
- Provided code that implements the mathematics and also helps visualize the data
Tools: used: R, Matlab and LaTeX on Linux, Windows 7 and Microsoft Office, Visio
Confidential
System Architect
Responsibilities:
- Architecture and algorithms for software-defined networks SDN, and mathematical modelling
Tools: used: C++/STL, Eclipse CDT, and OpenOffice on Linux
Confidential
Senior Developer
Responsibilities:
- Carried out exploratory research, mathematical modelling and analysis and C++ development.
Tools: used: C++/STL, Microsoft Visual Studios, Microsoft Office
Confidential
Chief Architect
Responsibilities:
- Responsible for the architectural design of Confidential CASTE and CaRTE products
- Responsible for implementing Confidential CASTE and POSCaRTE
- Responsible for providing engineering services to external client IPeak Networks of Kanata.
Tools: used: C++/STL, C, Eclipse CDT, LaTex, on Linux, Windows, Visio
Confidential
Senior real-time system architect
Responsibilities:
- Responsible for devising architectures amenable to deterministic analysis, working out the mathematical tools for schedulability analysis of these architectures and delivering working prototypes of these tools; as well as exploratory research.
- Took courses in FAA DO-178B and DO-254.
- Acting as an internal consultant in the areas of mathematics and statistics to co-workers from different groups.
- Assisting co-workers by giving tutorials and seminars.
Tools: used: C++/STL, Python, SystemC, Eclipse CDT, LaTeX, Microsoft Office on Windows and Cygwin, SmartDraw