Shubham Soni Python, Machine Learning, Data Science, LLM, GenAI
1 Review

As a Physics graduate with more than three years of hands-on experience in Data Science and Machine Learning, I bring a unique blend of technical expertise and instructional prowess to the table. My professional journey is marked by a commitment to solving complex problems and architecting innovative solutions across various industries.

I have spearheaded numerous projects showcasing my proficiency in Physics and Machine Learning, spanning areas such as computer vision and natural language processing. These projects underscore my ability to bridge theoretical knowledge with practical applications, enabling businesses to thrive in today's data-centric landscape.

In my role as a Data Scientist, I excel in analyzing intricate datasets, crafting predictive models, and distilling actionable insights that drive informed decision-making. My approach is grounded in a deep understanding of data science principles, coupled with a knack for identifying patterns and trends that drive business success.

As an Instructor, I am dedicated to imparting my knowledge and expertise to aspiring data scientists and machine learning enthusiasts. Through personalized training and mentorship, I have successfully guided individuals to hone their skills and achieve their professional aspirations.

In summary, I am a driven and passionate Data Scientist and Instructor committed to catalyzing innovation and success for businesses and individuals alike. With a focus on continuous learning and advancement, I strive to be a catalyst for growth and transformation in the ever-evolving field of data science and machine learning

Subjects

  • Physics Beginner-Expert

  • Machine Learning Beginner-Expert

  • Excel Beginner-Intermediate

  • Data Science Beginner-Expert

  • R programming Beginner-Expert

  • Power BI Beginner-Expert

  • LaTeX Beginner-Intermediate

  • Natural Language Processing Beginner-Intermediate

  • VBA & Macro Beginner-Intermediate

  • Deep Learning, Python, PyCharm Beginner-Expert

  • EDA (Exploratory data analysis) Beginner-Expert

  • Data analysis and visualization Beginner-Expert

  • Data Analysis in R/Python Beginner-Expert

  • Data processing Beginner-Intermediate

  • Python 3 Beginner-Expert

  • Supervised Learning Beginner-Expert

  • Unsupervised Learning Beginner-Expert

  • SQL Queries Beginner-Intermediate

  • Advanced statistical modeling Beginner-Intermediate

  • Data Science Projects Beginner-Expert

Experience

  • Data Scientist (Aug, 2024–Present) at QBS Learning, Noida UP
     Led the Alpha Chemistry Project, automating 50% of educational content creation using
    Generative AI, including LLMs (chatgpt-4o-latest, gpt-4o), aligned with Bloom’s
    Taxonomy and NGSS frameworks.
     Designed a Retrieval-Augmented Generation (RAG) pipeline with vector embeddings
    and FAISS, enhancing content relevance and boosting student engagement by 35%
     Utilized prompt engineering, fine-tuning, and chain-of-thought reasoning to create
    structured and accessible lesson materials in .docx format.
     Collaborated with textbook writers to integrate NGSS standards and domain-specific
    knowledge into AI-generated, personalized educational materials.
     Optimized AI-driven learning materials for STEM subjects, achieving 35% improvement
    in content personalization and engagement.
  • Data Science Associate Faculty (Feb, 2023–Jul, 2024) at Hero Vired
    As a Data Science Faculty, my primary role is to educate and train students on the principles and practices of Data Science. On a daily basis, I am responsible for creating course content, solving capstone projects, delivering lectures, and building models to provide real-world examples to my students.
    My main responsibility is to design and deliver high-quality lectures and educational materials that convey the essential concepts of Data Science. I develop lesson plans, presentations, assignments, and exams, and use a variety of teaching techniques to ensure that students have a deep understanding of the subject matter.
    As a Data Science Faculty, I also help students to apply their theoretical knowledge to real-world problems by solving capstone projects. I work with students to design and implement effective solutions that address complex issues and meet business requirements. I also provide guidance and feedback to students throughout the project lifecycle to ensure that they stay on track and produce high-quality results.
    Additionally, I am responsible for building models that demonstrate how Data Science techniques can be used to solve real-world problems. I work with data sets, tools, and platforms to develop models that accurately predict outcomes, identify trends, and provide insights that drive business decisions.
    Overall, my role as a Data Science Faculty is to provide a comprehensive and engaging learning experience for students and to help them develop the skills and knowledge they need to succeed in this rapidly growing field.
  • Data Science Trainer (Apr, 2022–Jan, 2023) at brillica services
    A Data Science Trainer in Dehradun, India, dedicated to empowering learners with essential Python, machine learning, data science, and SQL skills.

    - Conducts interactive Python, machine learning, and data science fundamentals sessions.
    - Designs comprehensive modules covering key algorithms and techniques.
    - Develops engaging instructional materials tailored for effective learning experiences.
    - Provides hands-on mentorship for practical understanding, including machine learning projects.
    - Organizes impactful webinars and seminars to stimulate interest in data science.
    - Collaborates with educational institutions to customize training to diverse learning needs.

    Focuses on creating an inclusive, engaging environment, emphasizing practical application for thorough comprehension.To equip individuals and organizations for successful careers in Data Science, fostering continuous learning and innovation.
  • Subject Matter Expert (Oct, 2021–Mar, 2022) at Trivium Education Private Limited
    As a Subject Matter Expert (SME) using Bloom's Taxonomy, my primary responsibility is to design and develop high-quality educational materials that meet the needs of students and educators. I use Bloom's Taxonomy to guide the creation of learning objectives, assessments, and activities that promote critical thinking, problem-solving, and knowledge retention.
    As a remote worker, I am responsible for communicating effectively with team members and clients, managing my time efficiently, and delivering work on schedule. I am able to work independently and collaboratively, using a range of digital tools and platforms to complete my tasks.
    Overall, my role as a remote SME using Bloom's Taxonomy is to provide guidance and expertise in creating effective educational materials that help learners achieve their goals.

Education

  • GATE (Mar, 2022–Mar, 2022) from Graduate Aptitude Test in Engineering (GATE)
  • Machine learning with python (Aug, 2020–Sep, 2020) from IBM Cognitive class–scored 96.30%
  • NET (Dec, 2017–Dec, 2017) from Council of Scientific and Industrial Research (CSIR) NET
  • M.Sc Physics (Jul, 2017–Dec, 2019) from Jawahar Lal Nehru University, New Delhi
  • B.Sc(H) Physics (Jul, 2014–Jun, 2017) from Delhi University, New Delhi

Fee details

    ₹600–2,000/hour (US$7.07–23.58/hour)

    Any upi or net banking would better

Courses offered

  • Data Science with Python

    • US$1000
    • Duration: 6 Months
    • Delivery mode: Online
    • Group size: 4
    • Instruction language: English, Hindi
    • Certificate provided: No
    Embark on a transformative journey with our 6-month "Data Science with Python" program. Tailored for aspiring data scientists and professionals looking to deepen their expertise, this course delivers an extensive exploration of data science principles, methodologies, and practical applications using Python—a premier programming language in the industry.

    Key Features:

    1. Foundational Knowledge: Begin with the essentials of Python programming, including data structures and fundamental libraries such as NumPy, Pandas, and Matplotlib.

    2. Data Handling: Acquire skills to collect, clean, and preprocess data from various sources, ensuring high-quality datasets for accurate analysis.

    3. Exploratory Data Analysis (EDA): Master techniques to identify patterns, anomalies, and derive insights through visualizations and statistical methods.
    Statistical Analysis: Grasp core statistical concepts and their application in data science to enable informed, data-driven decision-making.

    4. Machine Learning: Delve into supervised and unsupervised learning algorithms, model evaluation, and optimization to construct robust predictive models.

    5. Advanced Topics: Explore cutting-edge areas like deep learning, natural language processing (NLP), and big data technologies to stay at the forefront of the field.

    6. Real-World Projects: Gain hands-on experience by working on real-world datasets through projects, case studies, and a capstone project, enhancing your practical knowledge and portfolio.

    7. Industry-Relevant Tools: Develop proficiency in widely-used data science tools and frameworks, including Jupyter Notebooks, Scikit-Learn, and TensorFlow.

    Outcomes:

    Upon completion of this course, you will possess a strong understanding of data science fundamentals, hands-on experience with Python, and the capability to address complex data challenges. This program equips you to pursue successful careers in data science, analytics, machine learning, and related domains.

1 Review
5 out of 5

User Photo July 7, 2024
Payment verified US$ 5.90 (500 INR)

Excellent teaching skills with superb knowledge in Python

Shubham is adept at teaching Python and helped me in learning Python at a rapid pace. He has also been very flexible with timings, which helped me to schedule my sessions considering all my constraints.
I would highly recommend Shubham for Python.