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Fasith User

@fasithuser

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Senior Machine Learning Platform Lead with expertise in scalable ML infrastructure.

India

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What I'm looking for

I seek a role that fosters innovation and collaboration, with opportunities for growth.

I am a Senior Machine Learning Platform Lead with extensive experience in designing and implementing scalable ML data infrastructure. My journey in the field of data science began with a Master of Technology in Data Science & AI from IIT Madras, where I honed my skills in machine learning and artificial intelligence. Over the years, I have developed a proven track record in optimizing feature engineering and data transformation pipelines, managing cross-functional teams, and delivering innovative solutions that drive business success.

Throughout my career, I have led significant projects, such as developing a personalized recommendation system and building NLP pipelines using transformer-based models. My leadership was recognized when I received the Employee of the Year award at Infosys for exceptional contributions to ML platform development. I am passionate about leveraging my expertise in AI/ML to create impactful solutions and mentor the next generation of data scientists.

Experience

Work history, roles, and key accomplishments

Current

Senior AI/ML Engineer

Current

Tata Consultancy Services

Feb 2020 - Present (5 years 3 months)

Developed transformer-based NLP models for document classification, improving accuracy by 25%. Deployed production-grade ML pipelines on AWS SageMaker, reducing model retraining time by 40%. Designed scalable Computer Vision solutions, leading to a 20% increase in operational efficiency.

NLP AWS Sagemaker Computer Vision Transformers Data Engineering Technical Documentation Agile Methodologies Team Leadership

Event Coordinator

TechFest 2023

Feb 2023 - Mar 2023 (1 month)

Organized technical hackathons and coding events, attracting over 500 participants and fostering collaboration between industry professionals and students.

Event Management Collaboration Community Engagement Networking Leadership Communication Teamwork

Mentor

Data Science Community

Jan 2021 - Feb 2021 (1 month)

Guided aspiring data scientists through workshops and project reviews, helping over 50 individuals enhance their skills and confidence in the field.

Mentoring Career Advice Review Communication Leadership Collaboration Knowledge Sharing

Machine Learning Infrastructure Manager

Infosys Limited

Jan 2018 - Jan 2020 (1 year 11 months)

Led the design of scalable ML infrastructure for personalized recommendations, improving model development efficiency by 40%. Managed a team of 15+, driving strategic roadmap execution and stakeholder collaboration.

ML Infrastructure Team Management NLP Apache Spark Strategic Planning Agile Methodologies

Machine Learning Engineer

Tata Consultancy Services

Feb 2017 - Dec 2017 (10 months)

Directed the creation of data pipelines for recommendation models. Implemented state-of-the-art ML frameworks, ensuring project milestones were met. Oversaw recruitment and retention of top engineering talent.

Data Pipelines Recommendation Systems Framework Project Management Recruitment Team Collaboration Experimentation Performance Metrics

Machine Learning Engineer

Wipro Technologies

Jul 2015 - Dec 2016 (1 year 5 months)

Engineered predictive analytics models, reducing supply chain delays by 18%. Developed Computer Vision applications for quality inspection, enhancing efficiency and client satisfaction.

Predictive Analytics Computer Vision Supply Chain TensorFlow PyTorch Data Pipelines Stakeholder Engagement

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Madras

Master of Technology, Data Science & AI

2013 - 2015

Grade: 3.5 of 4.0

Pursued a Master of Technology in Data Science & AI, focusing on advanced machine learning techniques, data analysis, and artificial intelligence applications.