sukanyabag / detecting-contradictions-and-entailment-in-multilingual-text

A case study of NLI ( Natural Language Inferencing) with Transfer Learning. Kaggle Competition Rank - 18th (Global)

Hi there!👀 I'm Sukanya.😁

A little about me 🤭!

🌱 I am currently working as a Data Scientist as part of Genpact's amazing AI/ML Practice team.

🔭 In 2022, I had a great time working as a Summer Research Intern at IIIT Hyderabad's LTRC (Language Technologies Research Centre).

👯 I’m looking to collaborate on developing awesome stuffs with Deep Learning (NLP/Vision), Generative AI/ RAG, RLHF , Finetuning and LLMOps.

💡 Ask me about Python, Computer Vision, Natural Language Processing, Cloud Computing and REST APIs!

🙎🏼‍♀ Pronouns: She/Her

📈 Recent Achievement: Officially Kaggle Kernels Expert & Lead AI Instructor at Topmate (Top 1% in Data)!!! 😎

🤣 Fun fact: ChatGPT is dumber than your neighbor's 🐈!

I guide students and professionals through my Topmate.io on their data science journey to transition into a successful and industry ready Data Scientist. Currently I am amongst the top/lead AI instructors at Topmate (Awarded Top 1% in Data & Standout 2023 with 90+ bookings and 5⭐ rating!)

As a technical-writer by passion, I write a lot of tech blogs on Data Science and ML/AI. Read my latest published blogs!👩🏼‍💻

• 📌PII Detection and Masking in RAG Pipelines
• 📌RAG Powered Document QnA & Semantic Caching with Gemini Pro
• 📌Ask your Documents with Langchain and Deep Lake!
• 📌Top 15 Important Machine Learning Interview Questions - Winning🥉 Article of Blogathon'25
• 📌My Experience Interviewing with Google!
• 📌Top 15 Important Data Science Interview Questions
• 📌A Comprehensive Guide to Time Series Analysis and Forecasting - Amongst top 10 Articles at Blogathon-20
• Demystifying DCNNs — the AlexNet
• Out of Bag (OOB) Evaluation in Random Forests
• Hands-On Named Entity Recognition with SpaCy
• The Complete LSTM Tutorial With Implementation
• Movie Recommendation Engine with NLP
• The Complete XGBoost Therapy with Python
• Automated Hyperparameter Tuning with Keras Tuner and TensorFlow 2.0
• Text Summarization using BERT, GPT2, XLNet
• Activation Functions — All You Need To Know!
• Transformers — Let’s Dive Deeeep!

➡️ more blogs on Data Science and Machine Learning...

Blogs published as a part of Analytics Vidhya Data Science Blogathons are here! 👈🏼

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Languages, Tools and Frameworks I 💛 to work with:

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