Sandipan Dutta

Sandipan Dutta

Aspirant Data Scientist/ Data Analyst
India

About Me

An experienced Physics instructor and curriculum developer proficient in SQL, possessing a solid foundation of statistical methodologies, data visualization, exploratory data analysis and machine learning and Deep learni…

Experience

Curriculum Developer & SME, Physics

VIBGYOR Vertex -Mumbai
Feb 2020 - Feb 2022 · 2 years

<p>Analysed students learning needs and revamped course structures by seamlessly integrating content from diverse educational boards such as ICSE, CBSE, IGCSE, and IB.<br>
Restructured learning objectives, syllabi, and curriculum to create adaptive lesson plans that cater to diverse student needs.<br>
Conducted thorough evaluations, assessed children's development, and employed effective study methodologies to optimize and elevate children's academic progress.<br>
Effectively streamlined the syllabus and revamped year plans (grade 8th to 12th) for VIBGYOR Vertex group of schools impacted by Covid-19.<br>
Rationalized the board-suggested syllabus by 20-30%, enhancing online learning accessibility without compromising students' performance.<br>
Ensured the seamless continuation of the program for over 5,000 students.</p>

Private Tutor, Physics

Kalyan
Feb 2020 - Feb 2022 · 2 years

<p>Instructed students privately in NCERT, Maharashtra State Board, and IIT-JEE Physics.<br>
Achieved a consistent track record, with over 70% of students consistently attaining scores of 85% or higher.<br>
Effectively communicate complex technical concepts through lectures and class discussions.</p>

Physics PGT

IITians PACE, Thane
Jun 2012 - Aug 2014 · 2 years 2 months

<p>Instructed students for NCERT, Maharashtra State Board Physics.<br>
Achieved a consistent track record, with over 90% of students consistently attaining scores of 80% or higher.<br>
Effectively communicate complex technical concepts through lectures, demonstrations, projects, and class discussions.</p>

Skills

MS SQL Physics Python Computer Vision Data Science Machine Learning Algorithms Neural Networks Physics Curriculum Physics Tutoring Teach Physics TensorFlow Deep Learning Natural Language Processing SQL TRIM SUBSTR COALESCE CAST JOINS CTE WINDOW functions Scikit-Learn SciPy NumPy Pandas CuPy CuDF dask-CuDF Matplotlib Seaborn Plotly TensorFlow Keras OpenCV TensorBoard Power BI Hypothesis testing Exploratory Data Analysis Univariate Analysis Bivariate Analysis Multivariate Analysis Data Imputation Standardisation Encoding Regression Classification SVM Naïve Bayes Decision Tree Random Forest XGBoost CatBoost LightGBM Hyperparameter Tuning Cross Validation Linear Discriminant Analysis PCA t-SNE UMAP K-Means K-Medoid DBSCAN
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