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Megha Naithani

@meghanaithani

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Results-driven Senior Data Scientist with expertise in AI/ML solutions.

India

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What I'm looking for

I am seeking a role that fosters innovation in AI and machine learning, with opportunities for professional growth and collaboration.

As a Senior Data Scientist with over 5 years of experience, I specialize in developing AI and machine learning solutions that drive business automation and enhance data quality. My journey has been marked by a commitment to delivering high-accuracy models, achieving over 95% accuracy in real-world applications. I have a proven track record in optimizing machine learning pipelines and deploying scalable AI models, particularly in the realms of large language models and computer vision.

At ParallelDots, I have led significant projects, including the design and deployment of in-house LLM and VLM stacks, and have contributed to the onboarding of new data scientists by streamlining documentation processes. My technical expertise includes developing custom OCR modules and integrating AI-driven product identification tools that have significantly boosted operational efficiency.

Previously, I worked as a Machine Learning Engineer at Sarvvid-AI, where I implemented advanced models for network attack detection and contributed to infrastructure monitoring solutions. My academic background includes a Master’s in Computer Applications and a Bachelor of Science in Computer Science, equipping me with a solid foundation in both theoretical and practical aspects of data science.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Scientist

Current

ParallelDots

Feb 2021 - Present (4 years 4 months)

Results-driven Senior Data Scientist with over 4 years of experience in AI/ML solutions, specializing in Large Language Models and computer vision. Led projects achieving 95%+ accuracy and developed custom OCR modules for client needs. Passionate about integrating AI for business automation.

AI ML Large Language Models Docker Kubernetes Computer Vision Data Quality Data Automation

Machine Learning Engineer

Sarvvid-AI

Aug 2020 - Sep 2021 (1 year 1 month)

As a Machine Learning Engineer, implemented SuperResolution for image compression and developed a multi-class classification model for network attack detection. Contributed to infrastructure monitoring solutions using the ELK Stack for real-time analytics.

SuperResolution Network Detection ELK Stack Neural Networks Python Keras

Data Science Intern

Quantum AI Systems

Jun 2020 - Aug 2020 (2 months)

Developed an Invoice OCR system to extract structured data from scanned invoices, automating database entry. Gained hands-on experience in machine learning and data processing.

Data Extraction Data Automation Python Machine Learning Data Processing Structured Databases Automation

Education

Degrees, certifications, and relevant coursework

Indira Gandhi National Open University

Master’s, Computer Applications

2021 - 2023

During my MCA at IGNOU, I developed a strong foundation in advanced computer science concepts, software development methodologies, and practical applications of technology in real-world environments. Key areas of learning included:

Advanced Programming
Database Management
Data Structures and Algorithms
Cloud Computing
Software Engineering
Data Analytics and ML Fundamentals

University of Delhi

Bachelor of Science: Computer Science Hons, Computer Science

2016 - 2019

My undergraduate degree at DU laid a strong theoretical and practical base in Computer Science. Major areas of learning included:
Computer Programming Fundamentals
Operating Systems and Computer Networks
Software Development
Mathematics for Computer Science
Database Management Systems (DBMS)
Data Structures
Introduction to AI and Machine Learning