Rani Sikdar
Associate Manager @Tredence Analytics || Data Science || Gen AI || NLP Specialized ll Multi - Agentic AI | GenAI, RAG & LLM Fine tuning | Python | TensorFlow Developer Certified | Azure Databricks
- Role
- Associate Manager at Tredence Inc.
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Rani Sikdar
Data Scientist, experinced with the modelling, and organizing of data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic, and other analytical techniques. Highly organized, motivated, and diligent with significant background in Python, SQL, Machine Learning, Scikit-learn, TensorFlow, NumPy, Pandas, Matplotlib, and Seaborn.Toolbox - – Data Structures and Algorithms, SQL, C++, and Python (PySpark, MLib, Pandas, Modin, NumPy, Seaborn, Matplotlib,Scikit-learn, Beautiful Soup, NLTK and dependent libraries, Keras, TensorFlow/2.0). – Statistics (Descriptive, Inferential, and Prescriptive), A/B Testing, Hypothesis Testing, Differential Calculus, Linear Algebra, Probability, and Statistical Modelling. – EDA, Feature Engineering/Selection/Scaling, Linear Regression, Naïve Bayes’ Classifier, SVM (SVC & SVR), Ridge, Lasso, Elastic Net Regression, Decision Trees, Random Forests, CatBoost, LightGBM, Logistic Regression, R2 & Adjusted R2, K-Means Clustering, Hierarchical Clustering, DBSCAN, Precision, Recall, F1 Score, AdaBoost, K Nearest Neighbor, Gradient Boosting, PCA, XGBoost, Dimensionality Reduction, etc. – Stemming, Lemmatization, Bag of Words, TF-IDF, Word2Vec, TextBlob, and GloVe, text classification. – Artificial/ Convolutional/ Recurrent Neural Networks, Activation Functions, Optimizers, LSTM, Bidirectional RNNs, GRU, Encoders-Decoders, Attention Models, Transformers, BERT, and GPT-3. Generative AI- RAG, Chroma db, Faiss, Langchain, LangGraph, Langsmith, LangServe, Graph DB, Knowledge Graph, Neo4j, Multi-agent, huggingface, ollama, openai, chat-bots – Power Bi, Tableau – Aws, Google Cloud Platform - GitHub, Jupyter Notebooks, MLFlow, Google Colaboratory, PyCharm IDE, Spyder IDE, Fast API, Agile Development, and Flask Server API, StreamLit, Databricks, SciPy. Also, I\'m a Data Science blogger -> https://ranisikdaar.medium.com/Feel free to reach out to me with opportunities on LinkedIn or Email me at rssikdarji@.
Experience
Associate Manager
Apr 2026 — Present
Education
Banasthali Vidyapith
Bachelor of Technology - BTech, Computer Science
2016 — 2020
Tutort Academy
PG Diploma, Data Science and AI with Domain Knowledge
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