I'm
Pramod Koujalagi

Data Science & AI Engineer

Recognized as a Top Artificial Intelligence (AI) Voice & Top Machine Learning Voice on LinkedIn

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About Me

With a Bachelor of Engineering in Computer Science and Engineering, I bring an extensive wealth of expertise in the field of Data Science, Artificial Intelligence & Machine Learning. My passion for technology has been a driving force throughout my journey, fueled by a profound fascination with the extraordinary capabilities of AI. With a commitment to innovation, I am dedicated to exploring and contributing to the dynamic landscape of Artificial Intelligence. I am especially interested in Generative AI, where I seek to push the boundaries of what is achievable in this evolving field.

NOTE: I love automation. I'm a bit lazy when it comes to opening apps and joining meetings, so I've created bots that automatically open apps and join meetings for me, saving me the trouble of doing it manually.

My skills

  • Generative AI
  • Data Science
  • Machine Learning
  • Prompt Engineering
  • NLP
  • LLMs
  • ANN
  • CNN
  • Python
  • AWS
  • GCP
  • Streamlit
  • LangChain
  • Docker
  • SQL
  • MongoDB
  • Git
  • Power BI
  • Java
  • Go
  • Flutter
  • Flask
  • C/C++
  • HTML5
  • CSS3
  • JavaScript
  • React
  • Node.js
  • Next.js
  • Tailwind
Experience

Projects

Automated Course Development

Automated Course Development (ACD) is an AI-based Streamlit application designed and developed to cater to SMEs, Content Creators, and Educators, facilitating the creation of comprehensive courses. Click to view.

  • Python
  • Streamlit
  • OpenAI LLMs(GPT-4 Turbo/4o)
  • Prompt Engineering
  • Git
Erudite: MultiPDF ChatBot

Erudite is an AI-powered intelligent chatbot that enables users to upload, analyze, and converse about multiple PDF documents(at least upto 20 PDFs), providing accurate and contextually relevant answers and insights. Click to view.

  • Python
  • Streamlit
  • OpenAI
  • ChatGroq
  • FAISS
  • LangChain
  • Hugging Face
  • Prompt Engineering
  • Git
AI News Companion

Newzy, AI news agent, armed with state-of-the-art Large Language Models (GPT-3.5 Turbo) and intelligent algorithms, scours the web, curates the most relevant news articles, and provides tailored insightful summaries for the user. Click to view.

  • Python
  • Streamlit
  • OpenAI
  • Serper
  • Langchain
  • Prompt Engineering
  • Docker
AI Personal Agent

AI Personal Agent project, where cutting-edge language models (LLMs) converge to create an intuitive and responsive assistant. Leverages OpenAI's state-of-art language model GPT-3.5 Turbo. Click to view.

  • Python
  • Streamlit
  • OpenAI
  • Langchain
  • DuckDuckGo
Depression Detection Digital Assistant

Developed an automated system to detect signs of depression from digital data using the Hugging Face's roBERTa-base model from the transformers library in Python, achieving a 89.18% accuracy.

  • Python
  • Hugging Face's roBERTa-base
  • Transformers
  • PyTorch
  • Flask
  • HTML
  • JavaScript
Song Popularity Prediction

Machine learning model to predict the number of streams a song receives in a year based on all the key attributes given in the dataset.

  • Python
  • Scikit-Learn
  • Random Forest
  • XGBoost
  • EDA
  • Feature Engineering
  • Colab
Predicting Movie Rental Durations

Machine learning model to predict movie rental durations

  • Python
  • Scikit-Learn
  • RandomForestRegressor
  • Linear Regression
  • Datalab
Predictive Modeling for Agriculture

In this project, I have built a multi-class classification models to predict the type of 'crop' and identify the single most importance feature for predictive performance.

  • Python
  • Scikit-Learn
  • Logistic Regression
  • Datalab
Analyzing Crime in Los Angeles

To support the Los Angeles Police Department (LAPD) by analyzing crime data to identify patterns in criminal behavior.to support the Los Angeles Police Department (LAPD) by analyzing crime data to identify patterns in criminal behavior.

  • Python
  • Data Analysis
  • Matplotlib
  • Seaborn
  • Datalab
Toll Automation - Deep Learning

Uses YOLOv5 framework to recognize the vehicle number plate from the input image or video of the vehicle. The recognized number plate is then compared with the database for vehicle authentication and the toll amount is deducted from the users account.

  • Deep Learning
  • PyTorch
  • OpenCV
  • OCR
  • Python
  • VS-Code
Customer Analytics: Preparing Data for Modeling

The goal is to optimize the memory usage and efficiency of the customer data stored in customer-train.csv while creating a cleaned DataFrame named ds-jobs-clean.

  • Python
  • ETL
  • Data Analysis
  • Matplotlib
  • Seaborn
  • Datalab
Discovery of Handwashing

I have reanalyzed the data that made Semmelweis discover the importance of handwashing.

  • Python
  • ETL
  • Data Analysis
  • Matplotlib
  • Seaborn
  • Datalab
Ecommerce Clothing Classifier Model

The primary objective is to develop a machine learning model capable of accurately categorizing images of clothing items into distinct garment types such as shirts, trousers, shoes, etc.

  • PyTorch
  • CNN
  • ETL
  • Python
  • Datalab
Clustering Antarctic Penguin Species

Helping team with three species that are native to the region by identifing groups in the dataset

  • Python
  • K-Means
  • Scikit-Learn
  • Principle Component Analysis(PCA) Matplotlib
  • Datalab
Modeling Car Insurance Claim Outcomes

Modeling Car Insurance Claim Outcomes.

  • Python
  • Data Analysis
  • Datalab
Investigating Netflix Movies

The goal is to discover if Netflix's movies are getting shorter over time using everything from lists and loops to pandas and matplotlib.

  • EDA
  • Data Analysis
  • Python
  • Matplotlib
Nobel Prize Winners

Visualizing the history of Nobel Prize winners

  • EDA
  • Data Visualization
  • Python
  • Seaborn
Hypothesis Testing

Hypothesis Testing with Men's and Women's Soccer Matches.

  • Python
  • Data Analysis
  • SciPy
  • Matplotlib
  • Datalab
Airbnb Market Trends

Exploring Airbnb Market Trends.

  • Python
  • Data Analysis
  • Datalab
Analyzing Students' Mental Health

Analyzing international students' mental health.

  • SQL
Golden Era of Video Games

Using SQL to figure out the golden era of video games!

  • SQL
Exploring NYC Public School Test Result Scores

Utilizing NYC's public schools standardized test data to identify top math-performing schools, analyze borough-wise performance variations, and determine the city's top ten schools.

  • Python
  • Pandas
E-Commerce Application

A compelling and user-friendly E-Commerce UI with Flutter involves incorporating various design elements and features such as: Add items to cart, remove and checkout.

  • Flutter
  • Dart
  • VSCode
Animated App with Flutter and Rive

Imagine this stunning animated app that welcomes you with an eye-catching login page and a navigation bar adorned with animated icons – it's not just an app; it's an experience!

  • Rive
  • Flutter
  • VSCode
  • Dart
Bus Tracking System

An Uber like Android app. This application features a portal for driver, students, and admin where students can login and track real-time location of the school/college bus.

  • Java
  • Firebase
  • Timber
  • Firebase Auth
  • Android Studio
  • Google Maps API
Weather App

Weather App which uses WeatherApi and returns the temperature of the city upon taking city name as input from the user

  • Go
  • JavaScript
  • HTML
  • CSS
  • WeatherAPI

Let’s Connect!

You can contact me directly at pramodkoujalagipk@gmail.com
Tired of writing emails? Let’s go old-school!
How about a telegram? Just kidding, write here instead 💌👇

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