Aleksandr Ivanov Email and Phone Number

- analytical and research work;- monitoring of publications in Russian and foreign media and providing an assessment;- preparation of analytical materials and fact sheets;- preparation of detailed analytical reports with summaries;- development of practical recommendations;- preparation of technical tasks.

Analysis of large amounts of data.The use of machine learning for predicting events, predicting values and searching for non-obvious patterns in data.Helped to create and improve products in business, industry and science.I used Python, Jupyter Notebook, GitHub, PostgreSQL, Keras, Catboost, Scikit-learn, Pandas, Numpy, LGBM, Tensorflow, tensorflow-metal plugin, PyTorch, PySpark, tqdm, Seaborn, Matplotlib, etc.stemming, lemmatization, regressions and classifications, formulation… Show more Analysis of large amounts of data.The use of machine learning for predicting events, predicting values and searching for non-obvious patterns in data.Helped to create and improve products in business, industry and science.I used Python, Jupyter Notebook, GitHub, PostgreSQL, Keras, Catboost, Scikit-learn, Pandas, Numpy, LGBM, Tensorflow, tensorflow-metal plugin, PyTorch, PySpark, tqdm, Seaborn, Matplotlib, etc.stemming, lemmatization, regressions and classifications, formulation and verification of hypotheses, OHE, dummy trap, class balance and imbalance, precision and recall, accuracy, f1-measure, MSE, RMSE, ROC-AUC, r2, MAE, business metrics, A/B testing, cross-validation, ensembles and boosting,time series, regular expressions, bag of words and n-grams, TF-IDF, embeddings, BERT, fully connected networks, convolutional networks, LeNet, Adam, ResNet, Teacher training, Unsupervised learning, Clustering, Nearest neighbor method.Examples of projects: Forecasting the outflow of customers of a telecom company with LGBM, Forecasting taxi company orders (time series with CatBoost), Predicting the recovery coefficient of gold from gold-bearing ore, a model for determining the toxicity of comments with and without BERT, Determining the age of buyers using ResNet50. The projects themselves:https://github.com/qquppsala/ Show less

Interaction with the General Contractor and the Customer to agree on key milestones and schedules for the Oversight Service.Coordination with the Supervision Subcontractor on a daily basis and facilitation the implementation of key milestones.Preparation weekly and monthly progress reports on Supervision.Conduction technical analysis of the Procedures, Implementation Plan and Programs developed by the Supervision Subcontractor.Together with the Supervision Subcontractor… Show more Interaction with the General Contractor and the Customer to agree on key milestones and schedules for the Oversight Service.Coordination with the Supervision Subcontractor on a daily basis and facilitation the implementation of key milestones.Preparation weekly and monthly progress reports on Supervision.Conduction technical analysis of the Procedures, Implementation Plan and Programs developed by the Supervision Subcontractor.Together with the Supervision Subcontractor, arranging for a review of the Procedures, Implementation Plan and Programs developed by the Supervision Subcontractor, the Contractor's and General Contractor's team and the Customer prior to their approval.Arrange a weekly meeting with the Subcontractor, leading specialists of the Contractor, General Contractor and the Customer.Review key technical pre-commissioning procedures provided by Construction Subcontractors.Assist the pre-commissioning/commissioning manager in the day-to-day management of pre-commissioning and commissioning teams, especially with regard to activities related to regulatory and Russian Federation legislation.Assist the pre-commissioning/commissioning manager in outsourcing some of the pre-commissioning work.Daily monitoring of the safe performance of supervision services after reaching mechanical complition readiness.To carry out the instructions of the head of the COM department or his deputy.Observe the rules and norms of business communication, contribute to the creation of a business and favorable climate in the team.Execute orders, orders of the head of the Company, and the immediate supervisor. Show less

Commissioning & Start-up DepartmentCoordinate with Construction Subcontractor’s Process & Static Equipment engineers for the pre-commissioning related issues;Assist and supervise the pre-commissioning Technician’s daily work;Review the pre-commissioning technical procedures, method statements and programs submitted by the construction subcontractors, ensure its safety and quality of the work;Assist the construction subcontractor for the preparation of the pre-commissioning… Show more Commissioning & Start-up DepartmentCoordinate with Construction Subcontractor’s Process & Static Equipment engineers for the pre-commissioning related issues;Assist and supervise the pre-commissioning Technician’s daily work;Review the pre-commissioning technical procedures, method statements and programs submitted by the construction subcontractors, ensure its safety and quality of the work;Assist the construction subcontractor for the preparation of the pre-commissioning quality control procedures;Data interpretation and analysis, work action plan based on analysis.Work with the QAQC department;Ensure the timely execution of the preservation done by the construction subcontractor;Participate in the job safety analysis meeting, and ensure the safety of the pre-commissioning activities;Interface management and coordination with other disciplines;Study the vendor documents and ensure the site pre-commissioning activities are line with the vendor documents;Acting as the process lead during his/her absence. Show less

Developing, configuring and optimizing industrial processes from inception through to start up and certificationAssessing processes, taking measurements and interpreting dataData analysis, work action plan based on analysis.Designing, running, testing and upgrading systems and processesPreparation of reports and proposals for optimizing the activities of dispatching systems and high-precision control based on customer statisticsOrganization of teams and personal… Show more Developing, configuring and optimizing industrial processes from inception through to start up and certificationAssessing processes, taking measurements and interpreting dataData analysis, work action plan based on analysis.Designing, running, testing and upgrading systems and processesPreparation of reports and proposals for optimizing the activities of dispatching systems and high-precision control based on customer statisticsOrganization of teams and personal participation in enterprise surveysPre-commissioning and Commissioning Show less

Monitoring, controlling and conducting activities that pertain to unit operation and taking corrective action when necessary to ensure that all unit conditions and operations are in compliance with safety,environmental, and operating policies and procedures.