Sankalp Thakur

About Sankalp Thakur

Sankalp is your go to data guy. Lives his life in numbers. Categories and labels don’t stand a chance. He and his machine are like a tag team, always looking for an opportunity to learn. Sometimes it feels like his machine knows more about cats, dogs, stocks, facial expressions and chat replies than an average person. With his experience in software engineering and people analytics, he looks forward to joining the industry with a focus on solving problems by data.Programming Languages: Python, R, SQLData Science Libraries: nltk, scikit-learn, Pandas, NumPy, matplotlib, seaborn, PySparkMachine Learning: SVM, Decision Trees, Random Forests, Ensembles, XGBoost, Dimensionality Reduction (PCA, LDA, t-SNE), Association Rule Mining, K-means, KNN, Linear and Logistic Regression, Naive Bayes, Time Series AnalysisNLP: Word2Vec, TF-IDF, N-grams, Question Answering, LDA Topic Modeling, Text Sentiment and Classification Deep Learning: TensorFlow, Keras, Deep Neural Networks, CNN, Inception V3, ResNet, RNN, GRU, LSTM, Bidirectional RNN, Attention modelsData Analysis & Visualization: plotly, seaborn, matplotlib, Tableau, Power BI, ggplot2Statistics: A/B Testing, Hypothesis Testing, ANOVA, Sampling DistributionsDatabases: MYSQL, OracleMS Office: MS Excel (Pivot tables), Frontline Analytical Solver(Optimization)Feel free to email me at s•••••••@alumni.scu.edu to get connected

Experience

1. Data Engineer

   Siemens Digital Industries Software

   Apr 2021 — Present · US

   AI-Powered Lead & Inquiry Intelligence• Built daily, incremental pipelines using Python, LLMs, Snowflake, and Airflow to process millions of records from web analytics and contact form submissions, categorizing them into valid leads, support, trial, purchase, junk.• Added an auto-translation layer for non-English inputs, enabling consistent global analysis.• Implemented data quality checks and monitoring, reducing manual effort and providing marketing and support teams with actionable insights to optimize campaigns and customer response times.

Education

• Santa Clara University

  Master's degree, Management Information Systems

  2018 — 2020

• Rajiv Gandhi Prodyogiki Vishwavidyalaya

  Bachelor of Technology - BTech, Computer Science and Engineering

  2013 — 2017