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Fasith User

@fasithuser2

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

India

What I'm looking for

I seek a challenging role in a collaborative environment that fosters innovation and 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 at Tata Consultancy Services and Infosys has been recognized with awards, including Employee of the Year and Best Innovation Award, highlighting my commitment to excellence and my ability to improve model efficiency and operational performance. I thrive in collaborative environments and am passionate about mentoring the next generation of data scientists, ensuring that I contribute to both my team's success and the broader community.

Experience

Work history, roles, and key accomplishments

T(
Current

Senior AI/ML Engineer

Tata Consultancy Services (TCS)

Feb 2020 - Present (5 years 4 months)

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

T2

Event Coordinator

TechFest 2023

Feb 2023 - Mar 2023 (1 month)

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

DC

Mentor

Data Science Community

Feb 2021 - Feb 2021 (0 months)

Guided aspiring data scientists by conducting workshops, reviewing projects, and providing career advice, helping over 50 individuals enhance their skills and confidence in the field.

IL

Machine Learning Infrastructure Manager

Infosys Limited

Jan 2018 - Jan 2020 (1 year 11 months)

Led the design and implementation of scalable ML infrastructure for personalized recommendations, improving model development efficiency by 40%. Managed a 15+ member team, driving strategic roadmap execution and stakeholder collaboration. Built frameworks for training LLMs and multimodal models, reducing time-to-production by 30%.

T(

Machine Learning Engineer

Tata Consultancy Services (TCS)

Feb 2017 - Dec 2017 (10 months)

Directed the creation of data pipelines and platforms supporting training and deployment of recommendation models for consumer-facing applications. Spearheaded initiatives to implement state-of-the-art ML frameworks, enabling seamless experimentation and model optimization.

WT

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 manufacturing quality inspection, cutting defect rates by 10%. Integrated ML models into enterprise systems, enhancing efficiency and client satisfaction.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Madras logoIM

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 data analysis, machine learning algorithms, and artificial intelligence applications.

University of Delhi logoUD

University of Delhi

Bachelor of Technology, Computer Science

2007 - 2011

Grade: 3.8 of 4.0

Completed a Bachelor of Technology in Computer Science, covering essential programming, software development, and computer systems.

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