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.