IT Consulting

What I can do:

• Meet with clients to determine requirements

• Work with clients to define the scope of a project

• Plan timescales and the resources needed

• Clarify a client’s system specifications, understand their work practices and the nature of their business

• Travel to customer sites

• Liaise with staff at all levels of a client organization

• Define software, hardware and network requirements

• Analyze IT requirements within companies and give independent and objective advice on the use of IT

• Develop agreed solutions and implement new systems

• Present solutions in written or oral reports

• Help clients with change-management activities

• Purchase systems where appropriate

• Design, test, install and monitor new systems

• Prepare documentation and present progress reports to customers

• Organize training for users and other consultants

• Be involved in sales and support, and where appropriate, maintain contact with client organizations

• Identify potential clients and build and maintain contacts.

Data Analytics

Tools I have worked with:

• Tableau

• Power BI

• Google Data Studio

• Pandas

• Matplotlib

• Seaborn

• Google Charts

• Chart.js

Skills I posses:

• Preparing and Analyzing data with tools like NumPy and Pandas.

• Working with unstructured, structured and streaming data.

• Tuning hyperparameters of models to achieve higher score during evaluation process.

• Dimensionality reductions of feature vectors and finding feature set using clustering methods like Mini Batch and Mean Shift.

• Describing Qualitative and Quantitative Data.

• Numerical Measures of Central Tendency and Variability.

• Detecting outliers with Box Plots and Z-scores.

• Bivariate Relationships.

• Events, Sample Spaces and Conditional Probability.

• Binomial Random Variables, Binominal Probabilities Normality, Sampling Distributions.

• Inferential Statistics and Hypothesis Testing (ex. Population variance, median, etc.).

• Nonparametric Test on two or more populations.

• Sample size estimation and optimization.

• Using Probabilistic Models and machine learning models

Models and algorithms I have worked with:

• K-Means

• KNN Clustering

• Suport Vector Machines

• Decision Trees

• Linear/Logistic Regression

• Time Series

  • Autoregression (AR)

  • Moving Average (MA)

  • Autoregressive Moving Average (ARMA)

  • Autoregressive Integrated Moving Average (ARIMA)

  • Seasonal Autoregressive Integrated Moving-Average (SARIMA)

  • Seasonal Autoregressive Integrated Moving-Average with Exogenous Regressors (SARIMAX)

  • XGBoost

  • Long short-term memory (LSTM)

• QLearning

• Supervised Learning

• Transfer Learning

• Deep Learning

Data Engineering

What I can do:

• Using SQL queries to handle data communication between data bases.

• Using SQL queries to segment/split large datasets.

• Streaming data from cloud platforms like Azure and Apache to Analytical frameworks like Power BI and Tableau.

• Working with NoSQL databases

• Working and designing (hybrid) cloud solutions for companies

• ETL process management

• Data warehouse architecting

• Data pipeline (ETL tools) development

• ETL testing

• Data flow monitoring

• Defining reporting standards

• Implementing OLAP cubes,

• Testing warehouse architecture

• Testing data querying process.

• Working with different cloud platforms like Apache Hadoop, AWS and Azure.

Tools I can work with:

• Big Query

• PowerBI Gateway

• .NET Core & Framework

• Azure Synapse Analytics

• Azure Stream Analytics

• Azure Data Factory

• Azure Functions

• Cosmos DB

• Azure IoT Hub

• Apache Hadoop

• Amazon Athena

• Amazon EMR

• Amazon Redshift

• Amazon Kinesis

• Elasticsearch Service

• AWS Glue DataBrew

• Amazon Kinesis Data Streams

• Amazon Kinesis Data Firehose

• Amazon S3

• AWS Lake Formation

• Amazon S3 Glacier

• AWS Backup

• AWS Lake Formation

• AWS Data Exchange

Networking

Skills I posses:

• Designing and implementing new network solutions and/or improving the efficiency of current networks

• Installing, configuring and supporting network equipment including routers, proxy servers, switches, WAN accelerators, DNS and DHCP

• Procuring network equipment and managing subcontractors involved with network installation

• Configuring firewalls, routing and switching to maximize network efficiency and security

• Maximizing network performance through ongoing monitoring and troubleshooting

• Arranging scheduled upgrades

• Investigating faults in the network

• Updating network equipment to the latest firmware releases

• Reporting network status to key stakeholders

Parallel Computing

What I can do:

• Using high performance computing frameworks to optimize algorithms in parallel applications in Python and C/C++.

• Design simple or complex computer clusters and run calculations on them.

Mathematical knowledge:

• Linear Algebra

• Computational Number Theory

• Emurative Combinatorics

• Topological Combinatorics

• Partition Theory

• Graph Theory

• Statistics

• Cryptography

• Complex Numbers

Tools I can use:

• CUDA

• OpenMP

• OpenCL

Automation

What I can do:

• Identify opportunities for automation within software processes.

• Design and execute QA tests using scripts that automatically test functionality.

• Run tests for databases, systems, networks, applications, hardware and software.

• Identify bugs and quality issues in development, service or business processes.

• Install applications and databases relevant to automation.

• Collaborate with other business units to understand how automation can improve workflow.

• Gather requirements from clients, customers or end-users to develop the best automation solutions.

• Creating shareable and reusable virtual development environments in tools like Docker.

• Continuous integration with tools like TravisCI.

• Automating testing and deployment of code with tools like Jenkins CI.

Software Development

Programming languages I know:

• Object Oriented

  • C++

  • C#

  • Java

• Imperative

  • C

  • R

• Functional

  • F

  • F#

  • Haskel

• Python

Frameworks and tools I can work with:

• Android Studio

• Ionic

• Cordova

• Electron

• Xamarin

• .NET Core & Framework

Web Development

Scripting languages I know:

• Javascript

• TypeScript

• HTML

• CSS

Programming languages I know:

• Python

• C#

• PHP

Frameworks and tools I have worked with:

• Angular

• React

• jQuery

• Bootstrap

• Uikit

• ASP.NET

• Django

• Laravel

• WordPress

• Joomla

Computer Graphics

What I can do:

• Render Engine Development

• Particle Simulation

• Physics Simulation

• Stresspoint Simulation

• Working with NURBS models

Tools I can work with:

• OpenGL

• Vulkan

• WebGL

Computer Vision

Skills I posses:

• Localization and object tracking.

• Facial and object recognition.

• Using wide variety of cameras including hyper-spectral, infrared and thermal cameras.

• Navigation with different types of sensors including LiDAR.

Tools I have worked with:

• OpenCV

• Vision works

• Tensorflow

• ArUco

• ROS

Embedded Systems + SW

What I can do:

• Writing drivers for a variety of sensors, actuators and encoders.

• Designing PCBs and soldering in components.

• Firmware development.

• Using real-time operating systems like FreeRTOS to parallelize tasks.

• System Architecture Design

• Designing and building electronic circuits

• Extending custom Linux kernel

• Calibration of hardware

RF Development + IoT

What I can do:

• Working with low level network protocols like LoRa and Zigbee.

• Tuning and testing antennas.

• Working with Software Defined Radio chips.

• Merging radio middle-ware with front end applications and operating systems like Android OS.

• Writing Embedded radio software

• Wireless RF communication

• Signal processing