Data Science Enthusiast with 1.3 years of hands-on experience 🌐

• Objective: Contribute effectively to organizations leveraging existing skills and knowledge, also assest to be 💼🤝

• IDE: Google Colab 💻
• Programming Language: Python 🐍
• Libraries: Pandas, NumPy, Matplotlib, Seaborn, Plotly, Scikit-learn 📊🔮
• Machine Learning: Linear Regression, Logistic Regression, Decision Tree, Random Forest, SVM, KNN, XGBoost and PyCaret 📈🌲
• Deployment (Framework): Streamlit 🚀
• Soft Skills: Team Player, Curious, Collaborative, Communicative, Keen learner 🤝💬📚

• Time Series Analysis (ARIMA)
• Tableau
• MS SQL

Apr 2024 – Present | Work From Home Internship with Job

• Work :- I'm contributing towards their developing predictive models critical for enhancing agricultural decision-making. My role involves not only technical model development but also the strategic application of these models in revenue-generating projects, underscoring my ability to contribute directly to business outcomes. Additionally, I actively participate in candidate evaluations, enhancing the interview and selection processes by leveraging industry knowledge and technical expertise.

Mar 2023 – Sep 2023 | Work From Home Internship

• Work :- I led a team in developing HR solutions designed to streamline the recruitment process, incorporating advanced NLP techniques and machine learning algorithms. Our solutions were directly responsible for improving the efficiency and efficacy of hiring practices, showcasing my leadership in handling projects that positively impact the company's operations and revenue.

Apr 2022 – Jul 2022 | Work From Home Internship

• Work :- I was involved towards the predictive analytics projects that were incorporated as an upfront solution on the company’s website. This role required a keen understanding of business applications and a strategic approach to data analysis and solution deployment, further enhancing the company's offerings and industry position.

Oct 2021 – Jan 2022 | Work From Home Internship

Jan 2021 – Feb 2021 | Work From Home Internship

• MBA in Financial Planning

  International College Of Financial Planning, Mysore University

  2017 – 2019 | ITO, New Delhi

  • Specialization: Financial Planning
  • CGPA: 7.719

• Advanced Certification in Applied Data Science, Machine Learning & IoT

  E&ICT Academy, IIT Guwahati

  • 10-month program covering advanced levels in Applied Data Science, Machine Learning, and IoT
  • Overall Score %: 89

• Integrated Program in Business Analytics (IPBA)

  IIM Indore with Jigsaw Academy

  Mar, 21 - Jan, 22

  • 10-month program covering technical and business aspects of the application of Analytics & Data Science
  • Overall Score %: 81.25

Problem Statement: Recently, attackers are using freelance job sites such as Fiverr to distribute malware disguised as job offers. Fiverr initiated a Kaggle competition to understand how data science professionals would solve this problem using various methods and techniques.

Project Objective: Leverage data science methodologies to develop an efficient model capable of predicting potential spammers disguising malware as job offers.

Tools Used: Pandas, Numpy, Matplotlib, Seaborn, Python, Google Colab, Sklearn (Random Forest, Decision Tree, Logistic Regression, XGBoost, Extra Tree), and Streamlit.

Methodology: Develop a Potential Spammers prediction model using Sklearn. Experiment with diverse algorithms such as Random Forest, Decision Tree, Logistic Regression, XGBoost, and Extra Tree to identify the most effective approach. Implement Streamlit to create an interactive and user-friendly interface for the model.

Solution Link: Link to Solution

• LLM Streamlit Hackathon - Top 250 Entry (Sep 2023)

  • Awarded a position among the top 250 participants in the LLM Streamlit Hackathon. Received official confirmation via email from the event organizers.

• Participation Certificate, Mercor Chatbot Challenge (Jul 2023)

  • Joined the "Mercor Chatbot Challenge," using Open-Source GPT Models to create innovative chatbots. Explored creative user engagement and demonstrated the transformative potential of chatbots in interactions.

• Exceptional Performance, Rework AI (Mar 2023)

  • Earned an outstanding performance certificate for the month of March during the internship at Rework AI, showcasing exceptional dedication and skills.

• Gender Equality Pledge, The Sparks Foundation (Feb 2021)

  • "I STAND FOR GENDER EQUALITY." Participated in the Gender Equality pledge for the occasion of Woman's Day organized by The Sparks Foundation.

• Youtube Channel: Deepak Kaura's Data Science Journey 🎥

• LinkedIn: Deepak Kaura 🔗

• Kaggle: Deepak Kaura on Kaggle 📊

• Email: kauradeepak26@gmail.com 📧

Actively seeking opportunities in Data Analyst, Data Scientist, and Machine Learning roles. Open to collaboration if organizations/individual believe that my knowledge and work experience can contribute to their projects and goals. 🤝💼