Tuan Minhaj

Tuan Minhaj

Machine Learning Engineer
Sri Lanka

About Me

Machine Learning Engineer with experience in designing, developing, and deploying machine learning and deep learning models for product recommendations, customer segmentation, personalized marketing, and radius-based sea…

Experience

Machine Learning Engineer

Affixcon (Pvt) Ltd
May 2023 - Present · 3 years 2 months

Machine Learning and Deep Learning: Collaborate with data scientists and analysts to understand requirements for machine learning (ML) and deep learning (DL) models. Design, develop, and deploy ML/DL models for tasks such as
product recommendations, customer segmentation, and personalized marketing.

Data Retrieval and Automation: Develop and maintain automated data retrieval processes using PySpark for large-scale datasets in AWS. Implement efficient data extraction, transformation, and loading (ETL) workflows for seamless integration with various databases. Big Data Management: Work with databases containing billions of records, optimizing queries and ensuring efficient data storage and retrieval. Design and implement data models that support segmentation and industry-based data retrieval.

Radius Search: Develop and optimize algorithms for performing radius-based searches on geographical data. Implement solutions for efficiently retrieving and processing data related to more than 300 locations simultaneously

Machine Learning and AI Engineer

Affixcon PVT LTD-Remote
Nov 0000 - Present · 2025 years 8 months

Collaborate with data scientists and analysts to understand requirements for machine learning and deep learning models.
Design, develop, and deploy machine learning and deep learning models for tasks such as product recommendations, customer segmentation, and personalized marketing.
Develop and maintain automated data retrieval processes using PySpark for large-scale datasets in AWS.
Implement efficient data extraction, transformation, and loading workflows for seamless integration with various databases.
Work with databases containing billions of records, optimizing queries and ensuring efficient data storage and retrieval.
Design and implement data models that support segmentation and industry-based data retrieval.
Develop and optimize algorithms for performing radius-based searches on geographical data.
Implement solutions for efficiently retrieving and processing data related to more than 300 locations simultaneously.

Instructor

Ocean University of Sri Lanka
Jan 1970 - Jan 1970

Applied advanced Excel functions and formulas, such as VLOOKUP, INDEX-MATCH, and conditional formatting, to automate data entry, validation, and calculations, resulting in a 50% reduction in manual data processing time.
Worked closely with final-year students, offering guidance and expertise in their data analysis endeavors.
Leveraged technical skills, including simulations using Ansys Fluent and analytical calculations.
Actively contributed to curriculum development, shaping programs that align with the evolving needs of the industry.

Skills

Data Analysis Professional Python SQL Database Web Development Apache Hadoop Keras Machine Learning Algorithms PySpark TensorFlow Amazon Web Services (AWS) Deep Learning Natural Language Processing SQL Linear Regression Decision Trees Random Forest XGBoost Support Vector Machines K-Nearest Neighbors Gradient Boosting Machines Naive Bayes Ensemble Learning PCA t-SNE Hyperparameter Tuning Model Evaluation and Validation Feedforward Neural Networks Convolutional Neural Networks Recurrent Neural Networks LSTM GRU Autoencoders Generative Adversarial Networks Transfer Learning Computer Vision Matplotlib Seaborn Plotly Dash Apache Spark Hadoop Hive Streamlit Flask Excel Pandas NumPy Text Processing Named Entity Recognition Sentiment Analysis Topic Modeling Word2Vec GloVe Sequence-to-Sequence Models Transformer Models BERT GPT ARIMA SARIMA
Report this Profile?