About
Learn About My Work
I am a data specialist with a strong foundation in data analytics and data science, proficient in web scraping and well-versed in MLOps.
I am Sourav Kumar, a data professional from India with a passion for transforming data into impactful insights. I believe that the fusion of data, technology, and innovative thinking can drive meaningful change.
By day, I delve into solving real-world challenges through data. My expertise spans data analytics, machine learning, and MLOps, with skills in Python, SQL, web scraping, and predictive modeling. I specialize in end-to-end data projects, from collecting data from third-party sources to delivering actionable insights that drive informed decisions.
Expertise
Empowering Decisions with AI & Analytics
I am a dedicated data science professional, continually enhancing my expertise in the data domain.
Data Analysis
Strong skills in data analytics with 2+ years of studying and applying concepts to solve real-world business problems.
Machine Learning Engineer
Built end-to-end models to solve real-world problems, from data processing to deployment and optimization.
Core MLOps
Optimizing model lifecycle, deployment and cloud integration, ensuring efficient MLOps and seamless data engineering.
Data Science
Driving data-driven decisions through expertise in statistical modeling, predictive analytics, and advanced techniques.
Skills
Technical Stack
Python
SQL
Pandas & NumPy
Matplotlib / Seaborn
Scikit-Learn
TensorFlow
MLOps Tools
Docker
Git & GitHub
FastAPI
Streamlit
AWS / Azure
Portfolio
Explore My Projects
Here is a showcase of my significant projects, including web applications, data analytics, and machine learning models.
- All
- Machine Learning
- Deep Learning
- Data Analysis
AutoStocks: Weekly Stock Forecasts & Insights Delivery
An end-to-end AI system that automatically delivers weekly stock insights as PDFs to users. Includes historical trends, LSTM-based forecasts, and visual analytics that powered by a fully scheduled pipeline of GitHub Actions.
Chat with Website: RAG-based Web QA
Built a GenAI assistant using Python, BeautifulSoup, ChromaDB & Gemini API to answer questions from any website URL. Integrated scraping, embeddings, and semantic search into an interactive Streamlit chat UI.
Gurugram Housing Price Predictor
Developed a Flask-based ML app to analyze Gurugram real estate by scraping 99acres, predicting prices using GBM & RF models, and offering personalized property recommendations with an interactive dashboard.
Need Assistance? Get in Touch!
Feel free to contact me for collaboration or inquiries.