TensorFlow
Vladimir Lialine
Data Scientist
Miami,FL
Summary
Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in DATA Science and Machine learning operations
Overview
15
15
years of professional experience
4
4
years of post-secondary education
2
2
Languages
Work History
Data Scientist/Data Engineer
Twixsoft
Miami, FL
11.2015 - Current
- Applied Tensorflow, PyTorch, SciKit-Learn, Python, Mlflow, Airflow, Kubeflow, Kubeflow Pipelines, Feature engineering, SAS, Apache Spark, BigMl, D3.js, Matlab, R-Studio, Tableau, Jupiter,
- AIStudio.ml, Numpy, Matplotlib, NLTK, NLP, OCR, Weka, CUDA, Keras
- Very comfortable with any infrastructure, cloud, hybrid or on-prem
- AI.Google, Azure AutoML, AWS SageMaker.
- Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordinations
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets
- Created and implemented new forecasting models to increase company productivity
- Coached and mentored junior data scientists on SAS and data mining techniques
- Applied statistical and algebraic techniques to interpret key points from gathered data
- Discovered stories told by data to present information to scientists and business managers
- Set up SQL database on cloud servers to store client data for query analysis
- Developed intricate algorithms based on deep-dive statistical analysis and predictive data modeling
- Extracted and assessed data from databases to drive improvement of product development and business strategies and processes
- Identified, measured and recommended improvement strategies for KPIs across business areas
- Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques
- Built company A/B testing frameworks to test model quality
- Presented findings orally and in writing with advanced mathematical models
- Compiled, cleaned and manipulated data for proper handling
- Ran statistical analyses within software to process large datasets
- Modeled predictions with feature selection algorithms
- Tested and validated models for accuracy of predictions in outcomes of interest
- Applied loss functions and variance explanation techniques to compare performance metrics
- Developed polished visualizations to share results of data analyses
- Implemented randomized sampling techniques for optimized surveys
- Leveraged mathematical techniques to develop engineering and scientific solutions
- Improved data collection methods by designing surveys, polls and other instruments
RELATIONSHIP BANKER
JP MORGAN CHASE
Greenwich, CT
01.2014 - 01.2015
- Acquired Clients , Gathered Assets
- Managed over 50 Outbound sales calls per day
- Referred 35 customers to obtain mortgages
- Referred 20 customers to Private banker
- Deepened relationships
- Processed customer requests for statements, ordering additional checks and updating customer personal information in database
- Worked with clients to address and respond to client and partnership management issues
- Developed summaries to assess each client's participation level and determine targets for follow-up plans
- Continually boosted branch production and revenue by 2 % by consistently meeting all monthly and quarterly sales goals
- Approached prospective clients through cold calling and emails to meet sales targets
FINANCIAL ADVISOR
MORGAN STANLEY WEALTH MANAGEMENT, US WEALTH MANAGEMENT
STAMFORD, CT
01.2012 - 01.2013
- Acquired clients, Raised $30mln in Assets
- Established solid network of physical oil products buyers, sellers, traders including producers, refineries, distributors and end-users
- Converted business relationships into wealth management solutions
- Created business plan and identified target customers by interacting on phone and in person, handling basic inquiries and providing quotes
- Met with clients to discuss assets, expenses and long-term and short-term investment goals to devise personalized financial plans
- Helped individuals and families build and execute wealth management strategies based on unique goals and objectives
- Recruited, trained and mentored junior financial and support staff to generate ideas, share knowledge and grow firm
- Educated clients on various financial matters and provided professional recommendations on investment opportunities, products and services based on individual needs
- Assisted clients with preparing financial plans, conducting investment research and completing trades and transactions to assess and meet financial goals
TACTICAL ALLOCATION
CROWN CAPITAL GROUP
Geneva, Switzerland
12.2006 - 05.2010
- Established asset allocation policies for $1 BLN AUM
- Managed $300,000,000 in new capital deployment
PROPRIETARY TRADER/BRANCH MANAGER
HOLD BROTHERS, LLC
New York, NY
01.2004 - 01.2007
- Regulated systematic intra-day trading based on proprietary model while developing and testing various trading models including cycles within cycles
- Performed dependability in developing risk management tools, as well as boosting fully scalable portfolio managing models
- Increased sales by 10%
- Presented financial plans to clients based on analysis of financial status and goals
- Identified customer financial service needs to prepare proposals and sell services
- Worked with clients and finance companies to find optimal solutions for financing
- Documented customer interactions and relationships using CRM systems
- Met with clients to determine financial objectives and review assets, liabilities, cash flow and other financial information
- Read financial publications to remain informed about trends affecting market conditions
- Provided clients with price quotes on securities and financial information on corporations issuing select securities
- Networked to identify potential new clients and expand geographic territories
Education
Bachelor of Science - Interdisciplinary studies
New York Institute of Technology
Old Westbury, NY 03.2006 - 10.2007
Associate of Applied Science - Engineering of Optics
St. Petersburg College of Precision Mechanics And Optics - St. Petersburg
St. Petersburg, Russia 09.1989 - 05.1992
Skills
Data Scienceundefined
Additional Information
- Willing to relocate: Anywhere, Authorized to work in the US for any employer
- Certifications and Licenses , Driver's License Firearms License Series 63 Series 7 Assessments
Software
Kubeflow
Python
Pytorch
Keras
MLFlow
AIrflow
NLP, OCR, NER
Deep learning, GNN
Neural Networks
Random Forest
Timeline
Data Scientist/Data Engineer
Twixsoft
11.2015 - Current
RELATIONSHIP BANKER
JP MORGAN CHASE
01.2014 - 01.2015
FINANCIAL ADVISOR
MORGAN STANLEY WEALTH MANAGEMENT, US WEALTH MANAGEMENT
01.2012 - 01.2013
TACTICAL ALLOCATION
CROWN CAPITAL GROUP
12.2006 - 05.2010
Bachelor of Science - Interdisciplinary studies
New York Institute of Technology
03.2006 - 10.2007
PROPRIETARY TRADER/BRANCH MANAGER
HOLD BROTHERS, LLC
01.2004 - 01.2007
Associate of Applied Science - Engineering of Optics
St. Petersburg College of Precision Mechanics And Optics - St. Petersburg
09.1989 - 05.1992
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