About Me
I'm Semanto Mondal, currently pursuing my PhD in AI for Agrifood and Environment. I have experience in the Networking Sector, dealing with different real-time networking scenarios. I completed my master's in Data Science, gaining knowledge about machine learning models, big data, statistical analysis, and other fields related to Data Science and AI. I am an expert in data analysis and networking. I'm looking for new opportunities to work with an organization and grow along with its objectives.
Skills
Data Visualization
Data Analysis (EDA)
Data Preprocessing
Time Series Analysis
Machine & Deep Learning
Tabular & Graph Database Management
Networking & Switching
Data Entry & Handling
Featured Projects
RAG-Based Multi-Source Chatbot Using LLM
Created a RAG-based chatbot allowing users to upload diverse documents as a knowledge base, deployed publicly on Streamlit.
Email Monitoring System
Deployed a UI to distinguish a real email from a spam or phishing one. Trained several supervised ML models, Deep learning as well as fine-tuning (for BERT Base) and used these trained models to implement the email monitoring system.
Restaurant Data Visualization
Restaurant Data Visualization using Tableau
Other Projects
Fake News Detection: A Comparative Study of Machine Learning Techniques
Weather Data Analysis
Wiggo: Time Management Based on One's Emotion
Multivariate Time Series Forecasting to Forecast Weight Dynamics
A Generalized Model Using GAM (Generalized Additive Model) for Advertising Data
A Multiple Regression Model to Predict Tuition Fees of Different Universities in European Countries
An Anti-Churn Model to Reduce Customer Churn Using Real-Time Business Data
A Study on Different Parameters Affecting Overall Cost of Global Content Distribution Services in Metropolitan Cloud Network
Analysis of European Football League Data Using MongoDB
Binary Classification with a Tabular Employee Attrition Dataset
Large-scale Energy Anomaly Detection (LEAD)
Petals to the Metal - Flower Classification
Eurovision Context Data Visualization using Tableau
