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.