Muskan Shaikh

Muskan Shaikh

Data Scientist
India
Internship Remote

About Me

Computer Engineering graduate (B.E., 2025) with hands-on experience designing and deploying end-to-end Machine Learning, Deep Learning, and Generative AI applications. Built production-deployed projects including a RAG-b…

Experience

AI ML intern

Skillarion Developement · Pune , Maharashtra , India
Jul 2026 - Present · 3 months

<ul><li>Building the Intelligent Navigation Module for Path Guard, an AI-powered assistive wearable, as one of four engineers each owning a production-ready AI module for the integrated application.</li><li>Designing a navigation intelligence layer in Python that fuses object detection results, obstacle distance, and GPS data to generate safe walking instructions and route guidance.</li><li>Developing decision logic that determines the safest walking direction and performs dynamic obstacle avoidance, extending beyond raw object detection into active path-planning.</li></ul><p></p>

Application Development Intern

NexaNova ProTech · Pune, India
Dec 2025 - Jun 2026 · 6 months

<p>Engineered a Python web-scraping pipeline (Requests, BeautifulSoup) to automate content extraction from 100+ web sources, eliminating manual data gathering and cutting data collection time significantly.</p><p> Surfaced sentiment and readability insights by implementing dictionary-based analysis — Polarity, Subjectivity, and Fog Index scoring — and exporting results as client-ready Excel reports.</p><p> Contributed to application development, debugging, and testing across the development cycle, supporting feature updates under senior developer mentorship.</p><p> Restored application stability by resolving client-reported production bugs within deadlines.</p>

Skills

Python SQL Object-Oriented Programming NumPy Pandas Exploratory Data Analysis (EDA) Statistics Hypothesis Testing Supervised Learning Unsupervised Learning Model Evaluation CNN Neural Networks TensorFlow LLMs RAG LangChain FAISS BeautifulSoup Matplotlib Seaborn Streamlit Flask Git GitHub MySQL SQLite Jupyter Notebook VS Code Excel Requests Polarity Subjectivity Fog Index Keras OpenCV Plotly Pillow Hugging Face Embeddings Groq LLaMA 3.1 PyPDFLoader RecursiveCharacterTextSplitter MobileNetV2 GlobalAveragePooling2D Dense Dropout ImageDataGenerator
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