These are some of my skills and I'm always looking to learn more!
Machine Learning and Data Science
Machine learning and data science have been my true passions from the very beginning. The ability to extract meaningful insights from data and leverage the power of algorithms to make intelligent decisions has always fascinated me. My desire to work in these domains has been a driving force behind my continuous learning and growth.
Throughout my journey, I have acquired a wide range of skills that are paramount to successfully tackle challenges in the fields of Machine Learning and data science. Some of these key skills are listed below:
Python and SQL
Over the past 4 years, I've had extensive experience with Python in the course of my internships, classwork, and personal as well as academic projects. Some of the projects in Python include Deepfake detection, 2D object detection for autonomous vehicles and terrain identification.
During my 3+ years of experience with SQL, I have effectively handled and analyzed vast amounts of data. My proficiency in SQL has allowed me to seamlessly integrate data from different sources, perform complex joins and aggregations, and optimize data retrieval. During my internship at Exposys Data Labs, I used SQL to perform ETL operations on a massive 500GB raw dataset, paving the way for data-driven decision making.
TensorFlow
I have demonstrated proficiency in TensorFlow by leveraging its powerful deep learning capabilities to design and deploy state-of-the-art neural network models for image classification, natural language processing, and time-series forecasting tasks, achieving superior accuracy and efficiency.
Throughout my experience with TensorFlow, I have successfully implemented advanced machine learning algorithms such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformer architectures, enabling me to extract meaningful insights from complex datasets and deliver innovative solutions to real-world challenges.
NLP/NLTK
With my 2 years of experience working in Natural Language Processing (NLP), I have honed my ability to utilize essential tools and techniques, such as tokenization, word embeddings, lemmatization and libraries like NLTK and GPT-2.
Through hands-on experience and projects, I have demonstrated my expertise in developing NLP applications, enabling me to preprocess and analyze textual data effectively, and build solutions for tasks like sentiment analysis, language modeling, and text generation.
Cloud Services - GCP
Leveraging services like BigQuery and TensorFlow, I have developed predictive models that drive valuable insights from vast datasets, empowering businesses to make data-driven decisions with confidence.
Utilizing the comprehensive capabilities of GCP, I have successfully implemented end-to-end machine learning projects. From data preprocessing using Google Cloud Storage to deploying models on AI Platform, my proficiency in GCP has enabled me to deliver production-ready solutions that drive business growth and facilitate innovation within the data science and machine learning domain.
Here are some more in the list
Among the skills I have acquired, Apache Spark, OpenCV, Git, and Tableau have been instrumental in shaping my career and allowing me to deliver efficient and impactful results.
Whether it's developing Spark-based ETL pipelines to handle petabytes of data, implementing computer vision models for image-based analysis, managing collaborative code projects with Git, or creating visually appealing Tableau dashboards, I have consistently demonstrated a strong ability to leverage these tools effectively.
In my quest to work in the domains of machine learning and data science, I have acquired a diverse skill set that enables me to approach challenges with confidence.
Whether it's data preprocessing, model optimization, or diving deep into complex algorithms, I am well-equipped to contribute to projects and drive impactful results. I am excited to continue growing, learning, and making a positive impact in the world of ML and data science.
Thank you for visiting my portfolio, and I look forward to the opportunity to work together on exciting projects!