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Fathahi Muthedath

@fathahimuthedath

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Machine Learning Engineer specializing in RAG, NLP, and deploying scalable AI solutions.

India

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What I'm looking for

I seek a hands-on ML role where I can build and deploy RAG/NLP and CV solutions, work with cloud-native tooling, and contribute to user-centric, impactful products.

I am a Machine Learning Engineer with a strong foundation in data science and hands-on experience building end-to-end RAG pipelines, vector-based retrieval systems, and scalable APIs for production use. I have contributed to conversational AI, automated interview assessment systems, and personalized learning feedback engines.

My technical work includes designing and deploying retrieval-augmented news chat systems, integrating facial recognition and gaze tracking for behavioral analysis, and building dynamic retrieval pipelines for EV charging services. I am experienced with Docker and GCP for ML deployments and have applied computer vision and optimization techniques in real projects.

I hold an MTech in Data Science and Analytics and an Integrated Masters in Mathematics. I am passionate about creating intelligent, user-centric solutions that deliver measurable impact and continually improving models and systems for real-world reliability and performance.

Experience

Work history, roles, and key accomplishments

Current

ML Engineer

Current

Coderythm Technologies Pvt Ltd

Jun 2024 - Present (1 year 4 months)

Designed and deployed end-to-end RAG pipelines and retrieval systems for a news chat system, contributed to an AI interview assessment system with facial recognition and gaze tracking, and built a semantic retrieval pipeline for EV charging services.

RAG Vector Search Transformers Faiss Docker fastAPI GCP Computer Vision

Data Scientist Intern

JHF IT Services Pvt Ltd

Aug 2023 - Jan 2024 (5 months)

Developed a camera tamper detection algorithm with up to 78% accuracy, implemented roster automation using PuLP and linear programming, and performed sensor data cleaning, integration and web scraping for analysis.

Computer Vision SIFT MobileNet Python Data Cleaning Web Scraping Statistical Analysis CSV

Education

Degrees, certifications, and relevant coursework

Cochin University of Science and Technology

Master of Technology, Data Science and Analytics

2022 - 2024

Activities and societies: MTech project: comparative study of SIFT and MobileNet for camera tamper detection; workshops on machine learning and simulation modelling.

Completed MTech in Data Science and Analytics with coursework and projects focused on machine learning, computer vision, and applied data analytics.

Central University of Tamil Nadu

Integrated Master of Science, Mathematics

2017 - 2022

Activities and societies: Coursework supporting analytical and statistical skills relevant to ML and data analysis; participated in related projects and workshops.

Completed an integrated master's program in Mathematics covering advanced mathematical concepts and analytical methods used in data science.