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@naman3a

Remote worker with 3+ years of experience - Last seen 1 year ago

Immediate joiner | Data Scientist | 1+ experience | Master's degree Seeking New Job.

🛂 Nationality	🇮🇳 India
🏡 Residency	🇮🇳 India
📍 Location	🇮🇳 India
Remote OK	rok.co/@naman3a
GitHub	sdfljasfjkhsdfajsf ⭐️ Upgrade to Premium to contact
LinkedIn	sdfljasfjkhsdfajsf ⭐️ Upgrade to Premium to contact
Skilled in	rag azure tableau algorithms artificial intelligence statistics data analysis generative ai huggingface nlp computer vision llm deep learning data visualization predictive modeling data science machine learning scikit learn sql python aws data science
Fluent in	english hindi urdu
Last seen	1 year ago
Signed up	1 year ago
Badges	👨‍💻 Remote worker 🎨 Maker 🎖 Early adopter

Employment

2023 - Now: Data scientist @ Spinny

Side Projects

2023 - 2024: House Price Prediction.  House price prediction can help 50 or more developers determine the selling price of a house.  This project can support 100 or more customers to arrange the right time to purchase a house.  Create an effective price prediction model. Validate the model prediction accuracy 89%.  Three factors that influence the price of a house include physical conditions, concept, and location.

2023 - 2024: Language detect, translate and summarize news. . ~(NLP)  A total of 18,000 instances translate by transformer were processed and trained.  The model achieved a high rouge1 score of 96.1%, with a rouge2 score of 96.2% and a rougeL score of 95.3%.  Achieved instances which trained on 1,080 train dataset.  Identified 96% instances correctly out of the 18,000.

2023 - 2024: Image Classification and object detection. . ~(Computer Vision)  The ANN achieved an accuracy of approximately 49% after 5 epochs.  Achieved CNN around 70% accuracy after the same number of epochs.  Evaluation of the CNN on the test dataset revealed a final accuracy of approximately 70.28%.

2023 - 2024: AI Long Document Summarization. ~ (LLM)  Trained a Pegasus model on the Sam-sum with train: 14732, validation: 818, dataset.  Evaluated its performance using ROUGE metrics with 88%.  Visualized the 122 token lengths of dialogue and summary texts in histograms.  After training, evaluation is performed on the test: 819 dataset.

Education

2020 - 2023: Master in Computer Science and Application (MCA) @ Aligarh Muslim University

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