Keshav Dadhich

Data Scientist | AI Enthusiast | Innovator

Welcome to my Devfolio! I specialize in leveraging data to build intelligent solutions that drive innovation and solve complex problems. With a passion for AI and machine learning, I thrive on creating impactful projects that bridge the gap between technology and real-world applications.

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👨‍💻 Technical Expertise

• Programming Languages: Python, SQL
• Data Science & Machine Learning: Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch
• Deep Learning: Transformers, CNNs, RNNs, and custom model development
• Visualization Tools: Matplotlib, Seaborn, Plotly
• APIs & Integrations: OpenAI, Yahoo Finance API, Adobe PDF Services API
• Databases: MySQL
• Cloud & Deployment: Google Drive Integration, Streamlit
• Other Tools: MoviePy, Mermaid

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📚 Projects Portfolio

1. AI-Driven Video Lecture Generator

• Description: Transform PDFs into engaging video lectures with AI-generated voices and visualized slides.
• Features:
  • Content summarization and structuring with OpenAI API.
  • Slide creation using Mermaid with customizable templates.
  • Multilingual teacher voices and tone customizations.
  • Video assembly using MoviePy with adjustable output settings.
• Tech Stack: OpenAI API, Adobe PDF Services, Mermaid, Streamlit, MoviePy.

2. Speech-Based Suicide Risk Prediction

• Description: Developed a transformer-based model to predict suicide risk from adolescents' speech data.
• Features:
  • Utilized 600 speech datasets with spontaneous and reading speech data.
  • Designed a custom transformer model for accurate predictions.
• Tech Stack: Transformers, PyTorch, Scikit-learn.

3. Image Captioning Model with CLIP and GPT

• Description: Combined CLIP and GPT to generate highly contextual and meaningful image captions.
• Features:
  • Integration of vision and language models for captioning.
  • Enhanced training and optimization for varied datasets.
• Tech Stack: CLIP, GPT, Python.

4. EPS Forecaster with Yahoo Finance API

• Description: Built a financial forecasting tool for predicting EPS using real-time financial data.
• Features:
  • Fetch earnings reports and financial statements via Yahoo Finance API.
  • Analyzed trends to deliver actionable insights for investors.
• Tech Stack: Python, Yahoo Finance API, Pandas, NumPy.

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🛠️ Skills

• Data Analysis & Visualization
• Machine Learning & AI Model Development
• NLP & Speech Processing
• APIs & Automation
• Financial Data Analysis
• Cloud Integration & Deployment

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🌟 My Approach

I combine technical expertise with a problem-solving mindset to deliver scalable and impactful solutions. My focus is always on innovation, performance optimization, and creating user-friendly experiences.

Feel free to connect for collaborations or discussions!

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Let me know if you'd like to tweak anything!