Open to opportunities

Nitin Kumar

@nitinkumar5

Message

Data scientist with 4+ years building and deploying ML solutions that drive measurable impact.

United Arab Emirates

Message

What I'm looking for

I seek roles building and deploying ML/AI solutions in collaborative teams, with opportunities for research-driven impact, model deployment, and growth in ML engineering.

I am a data science professional with over four years of experience developing, optimizing, and deploying machine learning and statistical models to solve complex, real-world problems. I have improved algorithmic efficiency, increased model performance, and delivered production-ready solutions across domains such as aerospace and agriculture, using Python, MATLAB, and modern ML frameworks.

My work spans end-to-end ML lifecycle tasks including data cleaning, feature engineering, model evaluation, CI/CD for deployment, and domain-specific model design like ResUNet for satellite imagery and NSGA-II for multi-objective optimization. I collaborate effectively with multidisciplinary teams to translate business requirements into actionable insights and scalable systems.

Experience

Work history, roles, and key accomplishments

Data Scientist

Capgemini

Sep 2023 - May 2025 (1 year 8 months)

Developed and optimized multi-dimensional analysis algorithms improving computational efficiency by 30%, applied NSGA-II for aerospace system trade-offs, and deployed an email classifier (Naïve Bayes, SVM, LSTM, BERT) achieving >95% accuracy while improving downstream model performance by 25%.

Python NLP BERT NSGA II CI CD TensorFlow PyTorch

Data Scientist

Progrow Farm and Rural Mission Pvt

Apr 2022 - Aug 2023 (1 year 4 months)

Built Sentinel-2 imagery models using ResUNet for field boundary prediction and crop analysis, performed statistical modeling and feature engineering to improve prediction accuracy and supported reporting and database architecture.

Remote Sensing ResUNet Python Statistical Analysis SQL data preprocessing Model Evaluation