Projects
A collection of my work in AI and data engineering, showcasing solutions that leverage cutting-edge technology to solve real-world problems.
Sustain
LatestRevolutionizing ESG Analytics with AI-Driven Insights
- •Real-time ESG performance dashboard with sentiment analysis from global news using GDELT database
- •SustainAI - Analyzes sustainability reports using Retrieval-Augmented Generation (RAG)
- •Interactive AI chatbot for precise, context-aware queries about sustainability approaches
- •Provides unbiased ESG insights by separating external sentiment from internal metrics
Python
Streamlit
FastAPI
RAG
LLM
Word2Vec
GDELT
StatIQ
Business Intelligence Automation
- •Automates data cleaning, preprocessing, and exploratory analysis
- •Evaluates potential machine learning algorithms for refined datasets
- •Uses Llama 3.1 for dynamic Python code generation and error correction
- •Interactive dashboard using Streamlit, Plotly Express, and Groq API
Python
Llama 3.1
Streamlit
Plotly Express
Groq API
LinkedIn Autoapplier
AI-Powered Job Application Automation
- •Scrapes job listings from LinkedIn based on user preferences and qualifications
- •Filters opportunities using AI to match user profile and requirements
- •Automatically applies to suitable positions with customized cover letters
- •Streamlines the job application process, saving time and increasing efficiency
Python
Selenium
NLP
Web Scraping
AI
Real Time Network Intrusion Detection
Network Security System
- •Predicts normal or attack network packets using RandomForestClassifier
- •Web interface for real-time packet analysis
- •Implemented PCA for dimension reduction
- •Used GridSearchCV for hyperparameter optimization
Python
RandomForestClassifier
PCA
GridSearchCV
Text to SQL
Natural Language to SQL Query Converter
- •Translates natural language queries into SQL statements
- •Interactive UI for inputting queries and viewing results
- •Containerized database for easy deployment and testing
- •Supports complex queries and schema visualization
Python
React
TypeScript
Docker
NLP
PostgreSQL
Employee Attrition Analysis
Predictive HR Analytics
- •Analyzed employee data to understand and predict factors leading to attrition
- •Prepared and cleaned data by transforming categorical variables for machine learning
- •Addressed class imbalance to ensure effective model training
- •Created a foundation for predictive modeling to identify at-risk employees
Python
Pandas
Scikit-learn
Data Visualization
Statistical Analysis
DermAI
Dermatology Diagnosis Tool
- •AI-powered dermatology diagnostic tool for skin disease prediction
- •Uses ResNet50 CNN for accurate image classification
- •Generates comprehensive diagnostic reports using LLM
- •Email integration for report delivery via SMTP
Python
ResNet50
CNN
SMTP
LLM
AI Financial Assistant
Finance Management Tool
- •Intelligent financial assistant for personal finance management
- •Analyzes spending patterns and provides budget recommendations
- •Extracts data from receipts and financial documents using OCR
- •Visualizes financial data with interactive charts and reports
Python
OCR
LLM
Plotly-Express
Interested in collaborating on a project?
I'm always open to discussing new opportunities.