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Nida Khan

@nidakhan1

Data scientist skilled in machine learning and data engineering.

Pakistan
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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my data science skills to drive impactful solutions and contribute to team success.

As a data scientist with extensive experience in machine learning and data engineering, I have successfully developed and deployed advanced models that drive significant business value. At Securiti, I built a CNN-based header row detection model that achieved 96% classification accuracy, demonstrating my ability to leverage cutting-edge technologies to solve complex problems.

During my tenure at Afiniti Software Solutions, I optimized call routing using machine learning, generating over $1 million in monthly revenue. My passion for data-driven decision-making is evident in my work, where I have automated ML pipelines and trained teams to enhance project efficiency. I thrive in collaborative environments and am committed to continuous learning and improvement.

Experience

Work history, roles, and key accomplishments

SE

Data Scientist

Securiti

Nov 2024 - May 2025 (6 months)

Built a CNN-based header row detection model with sentence-transformer embeddings, achieving 96% classification accuracy and integrating PyTorch models into a Java-based production pipeline. Fine-tuned LLaMA 3 using PEFT (LoRA) with Unsloth for multi-class classification of 15+ personal data (PD) column types, achieving an average F1 score of 92% per PD type.

AL

Data Scientist II, Artificial Intelligence Team

Afiniti Software Solutions Ltd.

May 2022 - Oct 2024 (2 years 5 months)

Optimized call routing using machine learning models like Decision Trees to improve customer retention and lifetime value, generating over $1 million in revenue per month. Streamlined and fully automated the ML pipeline in R, enabling end-to-end data preprocessing, training, validation, and standardized model logging.

AL

Data Scientist, Artificial Intelligence Team

Afiniti Software Solutions Ltd.

May 2021 - May 2022 (1 year)

Optimized call routing using machine learning models like Decision Trees to improve customer retention and lifetime value, generating over $1 million in revenue per month. Streamlined and fully automated the ML pipeline in R, enabling end-to-end data preprocessing, training, validation, and standardized model logging.

AL

Junior Data Scientist, Artificial Intelligence Team

Afiniti Software Solutions Ltd.

Feb 2020 - May 2021 (1 year 3 months)

Optimized call routing using machine learning models like Decision Trees to improve customer retention and lifetime value, generating over $1 million in revenue per month. Streamlined and fully automated the ML pipeline in R, enabling end-to-end data preprocessing, training, validation, and standardized model logging.

Education

Degrees, certifications, and relevant coursework

National University of Sciences and Technology logoNT

National University of Sciences and Technology

B.E. Electrical Engineering, Electrical Engineering

2015 - 2019

Grade: 3.83/4.00

Activities and societies: Courses: Machine Learning, Probability & Statistics, Data Structures & Algorithms, Object-Oriented Programming.

Studied Electrical Engineering with a focus on Machine Learning, Probability & Statistics, Data Structures & Algorithms, and Object-Oriented Programming. Achieved a cumulative GPA of 3.83/4.00.

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Nida Khan - Data Scientist - Securiti | Himalayas