Welcome to my personal page where I share a part of my journey through words. This is primarily intended for my work portfolio.
I’m a contract-based software engineer with a academic background in Electronics Engineering and a Master’s in Computer Science. I'm a unique mix of practical problem solver and theorist, focused on building real-world applications.
I specialize in:
- Python Development (scripting, automation, and full-stack development)
- AI & Machine Learning (with a passion for Reinforcement Learning , Deep Learning , and NLP)
- Web Application Development (Flask, Django, FastAPI)
- Data Science (Pandas, Matplotlib, Seaborn, and deep data analytics)
- Computer Vision (working on exciting projects with image and video processing)
- Advanced Automation (working on building custom automation tools that are scalable and can be used as independent software for various use cases.)
- General Computer Science and AI with Reinforcement Learning (I’m diving deep into algorithms that drive autonomous agents)
- Big Data (working with PySpark to process and analyze large datasets specially image datasets and texts.)
- AI Model Deployment (looking into tools for deploying models into production)
- Building AI models that can be integrated into real-world applications.
- Developing scalable machine learning pipelines.
- Contributing to open-source projects and AI research.
- Developing automation tools that can handle customized use-cases for clients.
- Developing customized creator tools that focuses on creating projects.
- Programming Languages: I am a general programmer specializing in python with a fair algorithmic understanding.
- Libraries/Frameworks:Transformers, PyTorch, Keras, TensorFlow, Scikit-learn, Hugging Face, OpenCV, NodeJs, React
- Backend Development: Flask, Django, FastAPI, APIs, Databases, Cloud Services, scripting,
- Data Science Tools: Pandas, NumPy, Seaborn, Matplotlib
- Machine Learning: Learning Algorithms ,Supervised Learning, Reinforcement Learning, Deep Learning
- AI & NLP: Image Based Deep Learning Techniques, Text Classification, Question Answering, Transformers,
- Behind the scenes – Sitting back to talk about the unknown is one of the few things I enjoy fully.
- Science – I sometimes wonder about the hows; that is why I like general science.
- Innovative Ideas – I also enjoy talking about innovative solutions.
- AI & Ml – I love discussing deep learning models, architectures, and their applications.
- Tech Productivity – From code optimization to setting up efficient workflows.
- Software Engineering Practices – Writing clean, maintainable, and scalable code.
- Reinforcement Learning – I’m always exploring new algorithms and learning about training intelligent agents.
This one is an ongoing project with diverse features but it is focused on converting ideas and facts into some actionable project seamlessly. This project uses extensive python and some javascript libraries. It also includes some tools that can be used by creators on diverse platforms to automate their creation process.
This framework simplifies training and evaluating machine learning models with minimal code. It supports a wide range of models and integrates seamlessly with PyTorch and TensorFlow, making it ideal for both beginners and advanced practitioners.
A project focused on text classification using advanced NLP techniques such as transformers (BERT, GPT) and various machine learning algorithms. This project is designed to automate text categorization and sentiment analysis tasks with high accuracy.
This repository contains a custom reinforcement learning agent designed to operate in various environments. It supports both model-free and model-based algorithms, providing a comprehensive platform for experimentation with RL techniques.
- Biographies
- Exploring Python for Machine Learning (Coming soon!)
- Understanding Neural Networks and Deep Learning (Coming soon!)
🎸 Acoustic Fingerstyle Guitar Enthusiast🔥: Playing the acoustic fingerstyle guitar has been a thrilling adventure for me. It brings me immense pleasure and peace, a hobby I never imagined loving so much while growing up. Strumming the strings and exploring new melodies has become a beautiful part of my life. I am not that fluent in this yet but seems like this one is going to last long. Though it is not so convinient to have long nails and and a somehow rusty left fingertips; the rewards with muscle memory and neurological balance are really awesome. Ping me if you are interested in this one too.
🎯 Fun Fact: I love exploring new technologies and applying them to solve real-world problems. When I’m not coding, you will most probably find me playing the guitar or watching someone play it or just listen to it.
2025-02-14 01:43:06 | Ujwol