Mohammad Sadeghi, Ph.D. Email & Phone Number

Ottawa, On, Ca

Ottawa, Ontario, Canada

- Applied machine learning to predict scope 3 carbon emissions using variables from financial statements and scope 1 and 2 emissions data, enabling companies to estimate sustainability impacts when records or direct calculations of scope 3 values are unavailable.- Led the development of an innovative carbon accounting Co-pilot using LangChain and LlamaIndex, enhancing environmental impact analysis with advanced LLM and RAG-based sustainability solutions.- Implemented LangChain agents to connect to SQL databases, building a DB agent that translates natural language to SQL code, enabling non-technical customers to retrieve their desired queries without SQL knowledge.- Developed models using ARIMA, AutoARIMA, ensemble methods, and TimeGPT to forecast future emissions based on historical data, aiding customers in better planning their net-zero mission (scenario analysis).- Deployed a scalable data pipeline on Azure Databricks using PySpark/Python and Spark SQL, incorporating Medallion Architecture and Star Schema to extract, transform, and load large-scale carbon emission data.- Utilized Power BI to perform exploratory data analysis and translate them to interactive reports, documentation, and dashboards that visually represent carbon emission data, enabling stakeholders to easily understand trends and identify opportunities for reducing carbon footprints.- Collaborated with cross-functional teams to develop analytical briefs, data-driven strategies, and sustainability solutions resulting in significant reductions in carbon emissions for client businesses.

Ottawa, Ontario, Canada

- Teach SQL and database design concepts, including data modeling, ERDs, normalization, complex queries, and database manipulation techniques.- Evaluate student performance through assignments, in-class labs, and comprehensive tests on database design and SQL.

Ottawa, Ontario, Canada

-Developing a deep learning model in Python to evaluate the chance of Canada students visa for a particular applicant.-Implemented data preprocessing, data augmentation, exploratory data analysis and, visualization and deployment of ML model on cloud services (AWS and GCP).

Ottawa, Canada Area

- Implemented state-of-the-art Bayesian Reinforcement Learning methods in MATLAB to address energy trading problems in multi-agent microgrid systems.- Implemented DQN-based methods using TensorFlow in Python and MATLAB Reinforcement Learning Toolbox to address scalability in populated multi-agent microgrid systems.- Conducted state-of-the-art research on edge caching and computing in 5G for mobile AR/VR and tactile internet.- Managed a team of graduate-level students, providing mentoring and development opportunities to broaden their skill set and experience. Assigned and approved research projects, and provided guidance and support to help them publish technical research papers.

Ottawa, Canada Area

-Teaching fundamentals of data communications and networks through problem-solving sessions.-Conducting MATLAB-based, JAVA-based, and Python-based lab sessions to simulate and analyze wireless networks.

Ottawa, Ontario, Canada

-Developing deep reinforcement learning algorithms for contention window tuning to optimize performance in enterprise WiFi (IEEE 802.11ax) Networks.-Implementing realistic WiFi typologies in network simulation environment ns-3.-Using the ns3-gym framework to connect ns-3 with OpenAI Gym for deep reinforcement learning analysis.-Implementing two trainable deep reinforcement learning algorithms: DQN in TensorFlow and deep deterministic policy gradient (DDPG) in Pytorch.

Istanbul, Turkey

-Development and Implementation of USRP-based adaptive MIMO-OFDM underwater acoustic communication modem.-Developing a realistic underwater acoustic simulation environment in MATLAB to develop adaptive MIMO-OFDM algorithms.- Implementing Adaptive MIMO-OFDM algorithms, channel estimation, equalization, and frequency synchronization in LabVIEW for real-life testing with USRPs.-Testing full-duplex adaptive MIMO-OFDM underwater acoustic modem in pool environment using NI USRPs interfaced with hydrophone front-ends for acoustic transmission.

Istanbul, Turkey

CT&T Research Group is lead by Prof Murat Uysal and conducts fundamental and applied research on the physical layer aspects of communication systems. Current research projects address cooperative (relay-assisted) transmission, cognitive radio, underwater communication systems, visible light communications, free-space optical communications, and vehicular networking among others.

Istanbul, Turkey

Esfahan, Iran

Doctor Of Philosophy - Phd, Electrical, Electronics And Communications Engineering, Gpa: 4/4

Thesis Title: Cost and Power Loss Aware Coalitions under Uncertainty in Transactive Energy Systems

Master'S Degree, Electrical And Electronics Engineering, Overall Gpa: 3.86/4

Thesis Title: Adaptive OFDM-based acoustic underwater transmission: system design and experimental verification

Bachelor Of Science (B.S.), Electrical Engineering