Diamond Smart Idea

Our Services

• Data-Driven Solutions: Harness the power of data to drive informed decision-making and unlock valuable insights for your business. Our data-driven solutions leverage advanced analytics and machine learning algorithms to analyze vast amounts of data, enabling you to make data-backed decisions that drive growth and efficiency.
• High-Tech Information Systems: Leverage cutting-edge technology and innovative information systems to streamline operations and enhance efficiency. Our high-tech information systems are designed to optimize your business processes, improve collaboration, and provide real-time access to critical information, empowering your organization to stay ahead in today's fast-paced digital landscape.
• IT Consulting and Support: Benefit from expert guidance and reliable support to optimize your IT infrastructure and ensure smooth operations. Our experienced IT consultants provide strategic advice, assess your current systems, and recommend tailored solutions to improve efficiency, reduce downtime, and align your technology with your business objectives. Our dedicated support team is also available to address any IT issues promptly and minimize disruptions.
• Ans so on...

Electronic and open education of Tarbiat Modares University

Courses:

• Python Programming Language (with AI approach): Provided comprehensive instruction on the fundamentals of Python, including: data structures and algorithms, loops, functions, object-oriented programming, error handling, file management, .... data analysis Libraries like Pandas and NumPy. Introdction and fundamentals of Machine Learning algorithms, hands on machine learning Libraries like Scikit-Learn.

More informations

• Data Mining with Python: Provided comprehensive instruction on the fundamentals of data wrangling, manipulation, analysis, and visualization using powerful Python libraries such as Pandas, NumPy, Matplotlib, Seaborn, and Scikit-learn. Expertise includes guiding students through hands-on exercises to develop proficiency in mining and extracting valuable insights from complex datasets.

More informations

Current Courses:

• Python Programming Language (Preliminary): Provided comprehensive instruction on the fundamentals of Python, including data structures and algorithms, loops, functions, object-oriented programming, error handling, file management, ....
• Advanced Programming with Python: Advanced Techniques for API Integration, Telegram Bots, Introduction to Linux and Git Version Control, MySQL Database Management, and Powerful Libraries like os, datetime, logging, requests, and so on.
• Data Analysis and Machine Learning: provide a comprehensive introduction to the fundamentals of machine learning, and guidance to students in effectively utilizing Python data-related libraries such as pandas, numpy, matplotlib, seaborn and scikit-learn. Expertise includes instruction on data manipulation, analysis, visualization, and machine learning tasks, ensuring students gain practical skills for real-world applications.

Allame Helli High School

• Teaching in-demand skills in the field of data analysis and machine learning. With attention to key libraries such as NumPy, Pandas, scikit-learn, matplotlib, and seaborn. Also, fundamental concepts and techniques of various machine learning algorithms, equipping learners with a solid foundation in the principles behind predictive modeling.

• Freelance primarily on Machine Learning projects for business, industry, academic and personal projects
• Working on developing deep learning solutions for a real estate industry to develop a recommender system using images and house information. Used algorithms such as Convolutional Neural Network and Collaborative Filtering (CF).
• Automated the task of Exploratory Data Analysis by writing a Python Script to perform EDA on any given dataset.
• Built a suite of AI-based fraud detection models for banking clients.
• Built AI-based time-series forecasting models to perform inventory demand forecasting. Used various approaches to AI Long short-term memory (LSTM), Spline regression, SARIMA, Holt-Winter, and the multidimensional macroeconomic model adjusted predictions for a retail company client.
• Built AI-based time-series forecasting models to perform price forecasting of the crypto market. Used various approaches to AI Long short-term memory (LSTM), Recurrent Neural Network (RNN), bi-LSTM, and a few other statistical algorithms for a crypto-trader client.
• Developed Telegram Bots to get user input and run Machine Learning models and a few other types of bots for clients using Python.
• Built budget, cash flow, customer scoring (RFM Model), and monthly sales and purchase monitoring Tableau dashboards for retail clients

• Analyzed data to gain inside primarily using Excel and some basic machine learning algorithms for calculating ROI and Risk Management in investing projects.
• Developing Risk Management Dashboards to track performance and ROI for a lending client.
• Visualized various trends and charts using MS Excel and Tableau.