I am a passionate Machine Learning Engineer with extensive experience in developing, deploying, and optimizing AI solutions, leveraging MLOps practices and cloud technologies. With a Master of Engineering in Electrical and Computer (Data Science Specialization) from Carleton University, I specialize in transforming complex data into actionable insights, building scalable models, and ensuring seamless production deployments.Throughout my career, I have led various end-to-end machine learning projects, achieving quantifiable results such as improving predictive accuracy, streamlining deployment pipelines, and increasing data processing speed with real-time streaming workflows. My technical expertise spans Python, SQL, Docker, Airflow, Apache Kafka, and PySpark, with practical experience in AWS and Azure Databricks environments.Core Skills:✅ Python, R, SQL, Java, C++✅ Machine Learning, Deep Learning (TensorFlow, PyTorch)✅ Apache Spark, Kafka, Airflow, Databricks✅ Cloud & Deployment: AWS (S3, EC2, SageMaker), Azure✅ MLOps Tools: MLflow, DVC, Docker, CI/CD Pipelines✅ Data Analysis & Visualization: Tableau, Descriptive & Predictive AnalyticsI thrive on solving real-world challenges using data-driven insights and scalable AI architectures. I am always exploring the latest advancements in AI, MLOps, and cloud technologies to build impactful solutions. Let’s connect if you’d like to discuss new opportunities or collaborate on innovative projects!
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Machine Learning EngineerVosynOttawa, On, Ca -
Machine Learning EngineerAppitor It Solutions Jul 2023 - Aug 2024Ahmedabad, Gujarat, India• Led customer analytics initiatives by developing data-driven propensity models and predicting customer satisfaction trends, driving actionable business insights.• Engineered reusable AutoML modules using Pandas, Numpy, Plotly, and Scikit-Learn, streamlining model deployment and accelerating future project timelines.• Optimized data pipelines with Apache Spark, SQL, and Python, improving data efficiency by 20% and enhancing predictive accuracy by 15% with machine learning models and regression techniques.• Implemented real-time data streaming using Apache Kafka and Flink, boosting processing speed by 20%, and integrated CI/CD workflows with Docker and Airflow.
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Data ScientistBhaskaracharya Institute For Space Applications And Geo-Informatics Jan 2021 - Apr 2021Gandhinagar, Gujarat, India• Developed an e-commerce website prototype with core functionalities and conducted a comprehensive market analysis using various metrics such as customer segmentation, CHURN prediction, and customer lifetime value prediction.• Computed RFM analysis for customer segmentation by evaluating the quantile of RFM values, and RFM score. Clustered customers with K-means algorithm to determine the optimal number of clusters using the elbow method.• Achieved a high level of precision, with an 87% accuracy rate in predicting customer lifetime value, by implementing XGB Classifier. Additionally, analyzed churn rate to provide further insights into customer behaviour.• Implemented object-oriented methodology and Agile Process model for project development. Empowered marketing and production departments to make better strategies in terms of suggestions by providing insights from market analysis. -
Machine Learning Research AssistantCharusat Apr 2020 - Jul 2020Anand, Gujarat, India• Analyzed the impact of COVID-19 on financial sectors, including stock market, cryptocurrency, commodity market, and foreign exchange, by integrating data from 6 large-scale databases.• Executed ETL operations on data stored in AWS S3 using Apache Spark on AWS EMR, integrating AWS Lambda for data extraction and storage.• Built SparkML pipeline leveraging MLlib to forecast financial values, attaining an r2 score of 0.92 with XGBoost regressor.• Queried data utilizing AWS Athena and visualized the results on 3+ interactive Tableau dashboards.
Akshar Patel Education Details
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Electrical And Computer (Data Science Specialization) -
Computer Engineering
Frequently Asked Questions about Akshar Patel
What company does Akshar Patel work for?
Akshar Patel works for Vosyn
What is Akshar Patel's role at the current company?
Akshar Patel's current role is Machine Learning Engineer.
What schools did Akshar Patel attend?
Akshar Patel attended Carleton University, Charotar University Of Science And Technology.
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Akshar Patel
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