Srijita Karmakar

I offer end-to-end AI, data science, computer vision, and machine learning solutions tailored to turn complex data into actionable insights and intelligent systems, solve complex business and technical challenges. Backed by a strong foundation in physics and advanced mathematical modeling, I specialize in building robust machine learning models, computer vision pipelines (image classification, object detection, and tracking), and exploratory data analysis.
Services Provided:
Computer Vision: Image analysis, object detection, image classification, OCR, custom vision pipelines, segmentation, and custom model training.
Data Science & ML: Predictive modeling, classification, regression, time-series forecasting, statistical analysis, exploratory data analysis (EDA), machine learning workflows in Python (NumPy, SciPy, PyTorch, TensorFlow) and feature engineering.
Data Preprocessing & Filtering: Signal deconvolution, baseline correction, and noise reduction for visual/spectral datasets.
Automated Workflows: Integrating computer vision scripts for production, analysis, or research needs.
Mathematical & Physical Modeling: Numerical algorithms, optimization, simulation models, data filtering techniques, Custom algorithm development, quantitative logic implementation and complex problem-solving.
Tools & Frameworks: Python (NumPy, SciPy, Matplotlib, PyTorch, TensorFlow, Pandas, SciPy, Scikit-learn, OpenCV).
Whether you need customized AI algorithm implementation, automated visual inspection tools, or insightful data analysis, I deliver clean, well-documented, scalable and efficient solutions tailored to your project goals (Production-ready code with complete documentation and git version control). Clear communication guaranteed on every project. Feel free to send a message to discuss your dataset, algorithm requirements, or automation project!