Mathematician | Data Science & Artificial Intelligence

Technical Skills: Python, SQL, TensorFlow, PyTorch, Pandas, NumPy, Git, REST APIs, MATLAB, Docker, Cloud Platforms

Education

• Master of Technology in Data Science and Artificial Intelligence

  PES University (Expected March 2026)

• Master of Science in Mathematics

  Marwadi University (April 2018) - CGPA: 9.55/10

• Bachelor of Science in Mathematics

  Saurashtra University (March 2016) - CGPA: 8.65/10

Work Experience

Prompt Engineer @ Pareto.AI (Aug 2024 - Present)

• Designed and optimized LLM prompts for various applications, including mathematical queries and failure testing scenarios, ensuring high accuracy and relevance.

Prompt Engineer @ Outlier (Aug 2023 - Present)

• Specialized in prompt design, model evaluation, and fine-tuning for advanced mathematics tasks.
• Reviewed and enhanced prompts to improve model performance and output consistency.

Subject Matter Expert @ Straive (Oct 2023 - Nov 2023)

• Contributed to advanced mathematics content creation, ensuring academic precision and clarity.

Subject Matter Expert @ Dimentics Info Tech Pvt. Ltd (Oct 2022 - Oct 2023)

• Created over 5000 accurate and clear solutions for applied and pure mathematics topics.

Doubt Solving Educator @ Unacademy (Nov 2021 - Nov 2022)

• Resolved complex mathematics doubts for students preparing for competitive exams.

Junior Subject Matter Expert @ Scholars Wing Edu Tech Solutions LLP (Oct 2021 - Oct 2022)

• Developed advanced problem sets and educational materials for undergraduate mathematics.

Advanced Mathematics Subject Matter Expert @ Chegg India Pvt Ltd (Sep 2020 - Present)

• Provided detailed solutions for advanced mathematics problems and helped global students improve their understanding.

Projects

UAV Trajectory Optimization Using Differential Equations

Developed a model for UAV flight dynamics using differential equations in a simulation, optimizing paths considering terrain, weather, and energy constraints.

Optimization of UAV Energy Consumption Using Gradient Descent

Designed a gradient descent-based optimization algorithm to minimize UAV energy consumption by balancing speed and altitude.

Computer Vision-based Object Detection & Classification

Developed a real-time object detection system using CNNs, TensorFlow, and OpenCV for dynamic aerial imagery, optimizing object tracking and terrain analysis in simulations.

LLM-Powered Email Classification and Order Processing

Built a proof-of-concept application using LLMs to classify customer emails and process orders, enhancing operational efficiency for a fashion retail store.

AI-Driven Optimization of Wind Turbine Operations

Developed a machine learning model to optimize turbine settings for wind farms, improving energy output while minimizing costs.

LLM Integration for Fault Detection in Energy Systems

Developed a proof-of-concept using LLMs to automate fault detection and troubleshooting in energy systems like wind turbines and gas power plants, improving efficiency and supporting decarbonization.

Certifications

• LinkedIn Certifications: Artificial Intelligence Foundations (Neural Networks), NumPy Essential Training (Foundations & Matplotlib), Deep Learning with TensorFlow & PyTorch, Programming with Python (OpenEDG), Generative AI (LLMs & NLP), Python (OOP, Essentials), Programming Foundations, Visual Studio Code for Python.
• Vedic Maths Trainer: Certified in Vedic Mathematics (2021).

• Workshops: Attended SIG 2 and SIG 7 workshops on Communication, Study Skills, Finishing skills, Grooming, and Etiquette during M.Sc.

• LinkedIn
• GitHub
• Profile
• Email: upadhyayk23@gmail.com

Skills

• Mathematics & Statistics: Linear Algebra, Probability, Optimization, Calculus, Statistical Modelling, Mathematical Modelling, Advanced Mathematics.
• Programming & Tools: Python, SQL, TensorFlow, PyTorch, Pandas, NumPy, Git, REST APIs, MATLAB, Docker, Cloud Platforms.