Professional Details

Keywords

machine learning, nlp engineer, data scientist

I’m a Data Scientist with over 3 years of experience building models in Data Science, NLP, and Time-Series Forecasting. I’m interested in the complete ML lifecycle from problem framing and experimentation, to deploying models for real-world applications.

Skills

Programming: Python, Javascript

Data Science: TensorFlow, PyTorch, Pandas, NumPy, Scikit-learn, HuggingFace Transformers, NLTK, spaCy, Matplotlib, Seaborn, Plotly.

ML Ops: MLFlow, Prefect, Docker.

Experience

NLP Engineer, Meridian Health

Dec 2022 - Oct 2023, Remote

- Chatbot and NLP Development (with LLM integration).
- Retrieval Augmented Generation.
- Conversation Design + MVP prototyping.
- Product demo website built using HTML, CSS and JavaScript.
- Little bit of backend development with Flask and FastAPI.

Skills + Tools: Python, NLP, Dialogflow, Conversation Design, Flask, Web Scraping, JavaScript, MVP Ideation, Product Prototyping.

Freelance Data Scientist, Upwork

Apr 2020 - Nov 2022, Remote

- Machine and Deep Learning solutions for real-world business problems.

- I've worked on: 
    • Optimizing trading strategies using Deep Learning algorithms.
    • Pollution concentration forecast with LSTM and GRU-based regression models.
    • Data analysis to draw impactful insights and better understand underlying data.
    • Predictive modeling.

Skills + Tools: Data Science, Machine Learning, Data Analysis, Data Visualization, Python, TensorFlow, PyTorch, Seaborn, Plotly, Pandas, NumPy.

NLP Intern, Stylumia

Mar 2021 - Jun 2021, Remote

- Brand Normalization: Validating legitimate fashion brands by querying the Wikidata Knowledge base using SPARQL and Python.

- Sequence Tagging of fashion attributes from product descriptions.

Skills + Tools: Python, NLP, Deep Learning, PyTorch, SPARQL, NLTK, spaCy, NumPy, Pandas, Data Collection & Cleaning.

Application Development Associate, Accenture

Jun 2018 - Jul 2019 ,  Bengaluru, Karnataka, India.

- Application support associate for ATCAT (Accenture Transaction, Compliance and Analytical Tool)

Skills + Tools: Application Support, C#, Microsoft SQL Server, ServiceNow.

Projects

Personal Blog (2020-present)

  • Authored a series of articles covering a variety of topics and tools related to Data Science, NLP and programming.

Topic Modelling - I explore different topic modelling algorithms like LDA, NMF and BERTopic to extract the topics present in news articles from the BBC News Summary dataset

Personal Interests

Languages: English, Hindi, Telugu + learning Japanese. Hobbies: Reading fantasy novels, collecting postcards, art prints & Nat Geo magazines.

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