Hiteshwari Patel All Subjects
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# About Me - Your Learning Partner

Transforming Education Through Connection and Innovation

I believe learning should be a joyful journey, not a burden. As an educator, I go beyond traditional teaching to become a mentor, friend, and guide who supports students not just academically, but in all aspects of their growth.

My Approach:
My teaching philosophy centers on making complex concepts simple and engaging. I use creative methods and innovative techniques to break down even the most intricate topics, ensuring every student can grasp and enjoy the subject matter. Learning becomes an adventure when students feel supported and understood.

Academic Excellence:
As an ICSE (100 marks in Computer Applications,Biology,History-civics and Geography)and ISC topper(Highest score in Physics and Mathematics), I bring both academic achievement and deep subject mastery to my teaching. This combination of personal success and teaching passion allows me to connect with students who aspire to excel while understanding the challenges they face.

Comprehensive Subject Expertise:
I offer instruction across a wide spectrum of subjects including:
- Sciences: Physics, Chemistry, Biology
- Mathematics at all levels
- Languages: English, Hindi
- Social Studies: History, Geography
- Technology: Computer Science, Programming (C, C++, Python, Java, JavaScript, Julia, MATLAB), Machine Learning
- And many more subjects based on student needs

What Makes Me Different:
I create a warm, approachable environment where students feel comfortable asking questions and making mistakes. My goal is to build confidence alongside knowledge, helping students develop both academic skills and life skills. Every lesson is tailored to the individual student's learning style and pace.

Proven Track Record:
Currently pursuing my studies at SVNIT, I have consistently helped fellow students achieve remarkable academic improvements. My teaching methods have produced excellent results - students I've mentored have shown significant grade improvements and developed genuine confidence in subjects they once found challenging. The success of my peers is a testament to my ability to make complex concepts accessible and engaging.

My Promise:
When you choose me as your tutor, you're not just getting a subject expert – you're gaining a dedicated learning partner who will celebrate your successes, support you through challenges, and help you discover your own potential. Together, we'll make learning not just effective, but truly enjoyable.

Subjects

  • English Grade 3-Grade 12

  • Chemistry Grade 6-Grade 12

  • Physics Grade 6-Grade 12

  • Mathematics Grade 8-Grade 12

  • Computer science & applications Grade 1-Bachelors/Undergraduate

Experience

  • Research Intern | IIT Jodhpur, School of AI & Data Science (May, 2025–Present) at Indian Institute of Technology Jodhpur, RAJASTHAN
    Cognitive Neuroscience: Excitatory-Inhibitory Neural Network Implementation

    Developing biologically-plausible excitatory-inhibitory recurrent neural networks from scratch based on Song, Yang & Wang (2016) framework to model cognitive task performance. Formulating and solving coupled differential equations governing neuronal dynamics using numerical integration methods, while applying dynamical systems theory to analyze network stability and bifurcation phenomena. Implementing custom training algorithms with biological constraints, incorporating Dale's principle and realistic synaptic dynamics for cognitively-relevant tasks. Conducting mathematical analysis of network behavior through eigenvalue decomposition, correlation functions, and dimensionality reduction techniques to understand representational geometry in neural state spaces. Contributing to theoretical understanding of biologically-inspired AI architectures with applications in neuromorphic computing and high-performance scientific computation.
  • Research Intern | NIT-Surathkal, Karnataka (Dec, 2024–Jan, 2025) at National Institute of Technology Karnataka, Surathkal, India
    Machine Learning for Photonic Waveguide Design Optimization

    Developed machine learning models from scratch to optimize photonic waveguide design parameters, applying advanced mathematical frameworks including linear algebra, probability theory, and multivariable calculus for problem formulation. Implemented comprehensive ML pipelines using Python ecosystem (NumPy, Pandas, scikit-learn, PyTorch, TensorFlow) with custom optimization algorithms including Gradient Descent, SGD, and Adam Optimizer to achieve optimal convergence. Conducted mathematical analysis of model performance through loss function optimization, regularization techniques, and hyperparameter tuning to enhance computational efficiency in photonic system design. Applied statistical methods and data visualization techniques (Matplotlib, Seaborn) to extract meaningful insights from complex waveguide parameter datasets and validate model predictions. Currently co-authoring research paper on neural network architecture optimization for photonic systems, contributing to computational methods with potential applications in high-energy physics instrumentation.

Education

  • Integrated Masters Of Science in Mathematics (Aug, 2024–now) from Sardar Vallbhabhai National institute of technology -Surat–scored 9.05 gpa
  • Higher Secondary (Jun, 2022–Apr, 2023) from Queen of Angels Convent Hr.Secondary School, Bharuch (ISC)–scored 95%(PCM)
  • Secondary (Jul, 2021–May, 2022) from Queen of Angels Convent Hr.Secondary School, Bharuch(ICSE)–scored 97.8%

Fee details

    ₹150–700/hour (US$1.58–7.37/hour)

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