Personal Summary

Experienced machine learning engineer passionate about AI breakthroughs, delivering innov- ative solutions, and staying at the forefront of industry trends. Committed to contributing to data-driven decision-making in a dynamic, forward-thinking team.

Technical Skills:

• Machine Learning Frameworks: PyTorch, TensorFlow, Scikit-Learn
• Programming Languages: Python
• Data Manipulation: Pandas, NumPy
• Deep Learning: Neural Networks, CNNs, RNNs, LSTM, GRU, Transformers
• Natural Language Processing: NLTK, SpaCy
• Data Visualization: Matplotlib, Seaborn, Plotly, Dash, Bokeh
• Model Deployment: Docker, Kubernetes
• Big Data Tools: Spark
• Version Control: Git, GitHub
• SQL Databases: MySQL, Sqlite, Sqlserver
• Feature Engineering and Data Preprocessing
• Model Evaluation and Hyperparameter Tuning
• NLP, Computer Vision, Time Series Analysis
• A/B Testing and Experimentation (if applicable)

Management and Team Skills:

• Project management and team workspace tools: Jira, Trello
• Team leadership and talent development
• Effective communication and conflict resolution
• Cross-functional collaboration
• Outcome-oriented mindset and decision-making
• Change management and process improvement
• Time management and prioritization
• Building trust and fostering a positive team culture
• Technical talent assessment and candidate screening
• Conducting interviews and evaluating technical skills
• Collaborative decision-making in hiring processes

Ai and Bi Technical Leader / Securities and Exchange Organization of Iran

Aug 2021 - Current

• Leadership of a multifaceted team consisting of NLP engineers, data scientists, and machine learning specialists, responsible for the entire data lifecycle, including acquisition, analysis, and interpretation.
• Comprehensive management of the project’s full lifecycle, encompassing strategic planning, execution, and on-time delivery.
• Advocating for collaborative synergy and knowledge exchange within the team to enhance productivity.
• Fostering an environment of continuous learning, knowledge sharing, and nurturing professional development opportunities.

Machine Learning Engineer / Securities and Exchange Organization of Iran

• Finding abnormal orders through the development of a Deep Learning solution
• Recognizing Rumors about the Stock Market in Social Media using their publishing network
• Tools: Python, Pytorch, Pyspark, Numpy, Pandas

Data Visualziation Engineer / Securities and Exchange Organization of Iran

• Developed a high-speed data visualization dashboard for efficient analysis and decisionmaking for upper managers
• Created real-time social media monitoring dashboard for swift tracking of stock market trends
• Tools: Python, Dash, Plotly, Flask, NLTK, Pandas

Founder & Full-Stack Developer with Machine Learning Expertise / NemadBinBot

2020 - 2023 (3 Years 1 Mon)

• Design and implement a Solution for the Conversion of Natural Persian Language Requests Into SQL Queries (NLP) (the main engine contains more than 500 lines of python code)
• Designed and implemented innovative software architectures to enhance system efficiency and scalability.
• Designed and implemented a high-performance MySQL database capable of handling high-frequency read-write operations, ensuring data integrity and reliability.
• Developed a high-speed web crawler with advanced features, optimizing data extraction and storage processes for efficient and rapid data retrieval.
• Achieved fantastic teamwork and successfully attracted more than 10,000 users to the platform
• Tools: Python, Pytorch, TelegramBot, Mysql, NLTK, Plotly

Machine Learning Engineer / Taha Startup Studio

2017 – 2021 (3 Years 7 Mon)

• Development of Basic NLP Tools in both Persian and English Language
• Lead a team to Produce a Persian Sentiment Analysis Dataset (More than 45,000 sentences with 5 class tags)
• Sentiment Analysis Developer With the Dataset
• Create an Agent to Play Video Games
• Tools: Python, Pytorch, TelegramBot, LSTM, GRU, Image Processing (Pytorch + CNN)

Machine Learning Research Engineer / Department of Economics and Management, Sharif University of Technology, Tehran, Iran

2019 – 2019 (6 Mon)

• Creating a Model to Predict Time Series Data for 10 stock market shares
• Tools: Pytorch + Numpy + RNN(Recursive NN)

Co-founder and Developer / Sibe Sorkh

2016 – 2017 (1 Years 3 Mon)

• Develop a Pipeline to Crawl, Clean, and Analyze Data From Web (more than 10.000 rows was been saved every day)
• Tools: Python, Scrapy, Requests, Selenium, BeautifulSoup, UrlLib

Game Developer / Amin Intelliware

2012– 2015 (3 Years 5 Mon)

• Video game developer (Unity3D Game Engine - C#)
• Augmented Reality programmer (ARToolkit, NYARToolkit and, Vuforia toolbox)
• Back-end and front-end developer (ASP.NET - C#)