Hi, I'm Mohammad Ayaz Alam, a Data Scientist with a passion for Natural Language Processing (NLP) and cutting-edge AI technologies. I have a strong background in machine learning, web development, and business analytics, and I am currently working as a Machine Learning Researcher.

• 🌱 Currently diving deep into advanced Data Science and Machine Learning techniques.
• 👯 Open to collaborating on exciting NLP and AI-driven projects.
• ⚡ Fun fact: The Firefox logo is actually a red panda!
• 😄 Check out my Monkeytype profile: here

Skills & Tools:

Experience:

• Institute for Employment Research (Machine Learning Researcher | Nuremberg, Germany)

  • Applied ML algorithms (XGBoost, Random Forest, SVM) to forecast labor market trends using large datasets.
  • Developed scalable data pipelines for preprocessing, feature engineering, and model optimization.

• Shape AI (Business Development Intern | Delhi, India)

  • Analyzed sales data using Power BI, developed dashboards, and contributed to course promotion strategies.

• Hoda Engineering Works (Web Developer Intern | Delhi, India)

  • Built responsive websites using HTML, CSS, JavaScript, and modern web frameworks.

Projects:

1. Persona Chatbot - An AI-powered chatbot that emulates conversational styles based on WhatsApp chat history. It features persona selection, contextual chat, and a user-friendly Streamlit interface.
2. Audio to Text Transcription App - Streamlit-based application to transcribe audio files into text, supporting multiple languages and handling long audio files by splitting them into smaller chunks.
3. Biller - Your Friendly AI-Powered Bill Management System - A Streamlit-based application to manage and analyze bills using AI. It features bill categorization, manual entry, and interactive visualizations.
4. Be-Healthier - A web-based health and fitness tracker built with Streamlit. It helps users track fitness progress, log meals, monitor workouts, and analyze nutrition with an intuitive interface.
5. Advanced WhatsApp Chat Analytics Platform - Analyzes WhatsApp chat data with interactive visualizations.
6. Food Locha - An AI-powered app that analyzes meal images, calculates calorie details, provides nutritional insights, and offers suggestions to make your meals healthier.
7. AI-Powered Image-to-Story Generator - Converts images into short stories using Gemini AI and gTTS.
8. Gemini ATS Resume Improvement Tool - AI-powered app to evaluate resumes and generate cover letters based on job descriptions.
9. Interactive RAG-Based QA System for Neural Dynamics - A RAG system to analyze lecture slides with LlamaIndex and Llama-2-7b-chat-hf.
10. Email/SMS Spam Classifier - ML model for classifying messages as spam or ham using NLP techniques.
11. Emotion Detection System - CNN-based system to classify facial expressions into seven emotions with TensorFlow and Keras.

Certifications:

• AI Agents Fundamentals - Agents fundamentals, Tools and Action, Agents Workflow (Huggingface)
• Full Stack Data Analytics - Python, SQL, Snowflake, PowerBI, DAX, Excel (iNeuron.ai)
• Deep Learning Foundation - Neural Network, Backpropagation, CNN (iNeuron.ai)
• Intro to Machine Learning - Model Validation, Underfitting-Overfitting (Kaggle)
• Data Analysis with Python - Numpy, Pandas, Data Cleaning (freeCodeCamp)

Education:

• MSc. Data Science | Friedrich-Alexander-Universität Erlangen-Nürnberg (Oct 2022 - Present)
• BCA | Guru Gobind Singh Indraprastha University (Aug 2018 - Sept 2021)