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Pratik Wayase

@pratikwayase

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Data Science | Product Manager | Building User-Centric ML/AI Products for Startups

India

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What I'm looking for

Product Manager AI & Machine Learning | Data Science

As the world of chips moves forward by leaps and bounds, I take pleasure in simplifying the complexities.
Technical Skills:
Data Manipulation: Numpy, Pandas, BeautifulSoup, PySpark
Data Visualization: EDA- Matplotlib, Seaborn, Plotly, Tableau, PowerBI
Machine Learning: Scikit-Learn, TimeSeries Analysis
MLOPs: mlflows, WandB, comet
Deep Learning: PyTorch, TensorFlow, Keras
Natural Language Processing: NLTK, NER, Spacy, word2vec, Kmeans
Database: SQL, NOSQL
Web Frameworks: Streamlit, Flask, FastAPI, Streamlit
Generative AI - HuggingFace, LLM, Langchain,LLMA2, GPT-3.5, and GPT-4
Project Management and collaboration tool- JIRA
Deployment- AWS, GCP, Docker, Microsoft Azure

Experience

Current

Data Scientist

Current

Ineuron.ai

Aug 2023 - Present (10 months)

Boosted conversion rates by 7% by spearheading the optimization of LLMA2, a large language model. Leveraged advanced NLP techniques to achieve a 20% improvement in content relevance for marketing campaigns, driving significant revenue growth. Unveiled hidden customer segments through a clustering model, leading to a 10% uplift in conversion rates. Implemented this model to create highly targeted m

NLP Clustering A B Testing Web Analytics User Experience

Data Scientist

Boston Consulting Group (BCG)

Nov 2023 - Jan 2024 (2 months)

Reduced customer churn by 3% and saved the company $10,000 annually by developing and implementing a customer churn prediction model using logistic regression. Led the development of operational insights and built a website traffic forecasting model that gained sales by 10% and informed strategic product and customer acquisition decisions. Enhanced business efficiency by 5% by leading the marketin

Logistic Regression Forecasting Hugging Face Sales Efficiency