Avish Kadakia
Development
ON, Canada
Skills
Machine Learning (ML)
About
AVISH KADAKIA's skills align with Programmers (Information and Communication Technology). AVISH also has skills associated with IT R&D Professionals (Information and Communication Technology). AVISH KADAKIA has 5 years of work experience.
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Work Experience
Senior Machine Learning Engineer
CURINOS
August 2022 - Present
- S QL, Python, Databricks, PySpark, Machine Learning, Reinforcement Learning, Sklearn Amplero personalization optimizer model deployment & enhancement Ideated and implemented AI enhancements, achieving a 15% lift in predictive model accuracy. Led the incorporation of deep learning tools (PyTorch, TensorFlow, sklearn) to drive innovative solutions, reinforcing business objectives. Improved data-driven strategies through advanced SQL analytics, catalyzing a 20% growth in sales revenue. Personalized recommendations based on marketing engagement Analyzed user feedback leveraging ML algorithms, refining marketing strategies to boost customer retention. Engineered a predictive model that translates engagement feedback into actionable insights for targeted content delivery. Led the engineering of an agile analytics framework, improving operational speed and decision-making by 35%. Multi-Modal Embedding Generation for Email Campaign Optimization Designed a multi-modal embedding architecture, processing email marketing data to enrich ML model training. Implemented a data fusion technique that synergizes text and user interaction data, optimizing email campaign algorithms. Advanced the training of ML models with generated embeddings, resulting in more personalized and effective email marketing strategies.
Lakehead University
May 2022 - May 2022
- Ontario, Canada GPA: 3.74/4
Senior Software Engineer
PROFERO TECHNO
November 2019 - November 2021
- Docker, Python, React, AWS, TerraForm, NodeJs, Flask, Django Elevated customer satisfaction by 20% MoM through UX enhancements, led cross-functional collaboration, rapidly debugged and improved Profero Techno's software, and initiated feedback systems and training to align product development with client needs and current technologies.
DevOps Engineer
DEVOMARK
March 2019 - October 2019
- AWS, EC2, RDS, CI/CD, Docker, TerraForm Maintained CI/CD workflows, optimized cloud infrastructure, transitioned to a microservices architecture to enhance scalability, supervised GitHub repository security, and collaborated to lay the foundation for robust infrastructure supporting new releases.
Software Engineer I
MAQ Software
August 2018 - February 2019
- SQL, PowerBI, Tableau, SSMS, HTML, CSS, Javascript Developed interactive dashboards for comprehensive data analysis, refined testing frameworks to enhance code standardization, architected automation tools to improve clickthrough rates, fortified web platform testing reducing glitches, and collaborated closely with QA to ensure high-quality web app launches.
Maharashtra
May 2018 - May 2018
- India GPA: 8.98/10
