1st lesson free
Dr Kavya Saxena's email address and phone number have been validated.
Dr Kavya Saxena
- Rate ₱1,930
- Response 1h
₱1,930/h
Contact
1st lesson free
- Electrical Engineering
PhD graduate from IIT Kanpur offering research-focused mentoring in ML, LLMs, and Speech Processing.
- Electrical Engineering
Lesson location
About Dr Kavya Saxena
I am a PhD graduate from IIT Kanpur with research experience in Machine Learning, LLMs, Speech Processing, and AI. I enjoy helping students understand complex concepts, explore research, and build the confidence to solve problems independently. I want to share my knowledge because I believe good guidance can make research much more approachable and rewarding.
See more
About the lesson
- Bachelor
- Master
- Doctoral
levels :
Bachelor
Master
Doctoral
- English
All languages in which the lesson is available :
English
Research-Oriented Machine Learning & AI Mentoring — From Fundamentals to Research Projects
Are you a graduate student, an undergraduate interested in research, or an aspiring researcher looking to go beyond simply learning Machine Learning and AI?
I offer research-oriented mentoring in Machine Learning, LLMs, RAG systems, Speech Processing, and related areas of AI. My goal is not just to teach you how to implement models, but to help you develop the ability to read research papers, formulate problems, design experiments, evaluate models, and turn ideas into meaningful research projects.
# What can we work on?
Depending on your background and goals, we can cover topics such as:
* Machine Learning & Deep Learning — fundamentals, model architectures, training, evaluation, and experimentation
* Large Language Models (LLMs) — transformers, prompting, fine-tuning, evaluation, and practical applications
* Retrieval-Augmented Generation (RAG) — embeddings, vector databases, retrieval strategies, reranking, generation, and RAG evaluation
* Speech Processing & Speech AI — ASR, speech recognition, speech representations, speech-language models, and evaluation
* Research methodology — literature reviews, identifying research gaps, hypothesis formulation, experiment design, and result analysis
* Research papers — how to read papers critically, reproduce experiments, understand methodology, and identify opportunities for improvement
* Practical research implementation — Python, PyTorch, Hugging Face, experimentation, debugging, and building reproducible research pipelines
# How will the classes work?
I don't follow a fixed syllabus for every student. The sessions are tailored to your current level and research goals.
A typical learning path might look like:
1. Understand → 2. Read → 3. Implement → 4. Experiment → 5. Analyse → 6. Research
We first build the necessary conceptual foundation, then study relevant research papers and implement the underlying ideas. From there, we design experiments, compare approaches using appropriate metrics, analyse failures, and discuss improvements.
For students already working on a research project, we can instead focus directly on their problem — for example, understanding a difficult paper, designing an experiment, debugging an implementation, evaluating a model, or deciding how to approach a research question.
# Who is this for?
This is particularly suitable for:
* Undergraduate students who want to get started with AI research
* Master's students preparing for a thesis or research project
* PhD students looking for technical or methodological guidance
* Students preparing for research internships
* Anyone who wants to move beyond tutorials and understand how modern AI research is actually done
You don't need to be an expert already. What matters is having the curiosity and willingness to learn.
# What makes my approach different?
I believe research is best learned by doing, not by memorising concepts.
Rather than simply explaining a model and moving on to the next topic, I encourage students to ask:
Why does this method work? What are its limitations? How should we evaluate it? What happens if we change something? Why did the experiment fail? Can we design a better experiment?
The aim is to gradually make you independent in solving research problems — so that eventually you can read a new paper, understand its contribution, reproduce its methodology, and formulate your own ideas without depending on step-by-step guidance.
Whether you are just exploring AI research or already have a specific project in mind, the sessions can be structured around your goals, background, and research interests.
See more
Recommendations
Recommendations come from relatives, friends and acquaintances of the teacher
1
I’ve found Kavya to be an excellent mentor & researcher with a flair for explaining complex concepts with both depth & precision. She is quick in grasping the underlying doubts of her mentees & can teach depending upon where the learner is at in his/her journey. I’m glad to have had the experience of learning from her & getting the much needed guidance & clarity at the right time in my academic endeavours. I strongly recommend her & wish her all the best!
View more recommendations
See more
Rates
Rate
- ₱1,930
Pack rates
- 5h: ₱7,719
- 10h: ₱16,082
free lessons
This first lesson offered with Dr Kavya Saxena will allow you to get to know each other and clearly specify your needs for your next lessons.
- 45mins
online
- ₱1,930/h
Details
Cancellation fee of the classes : 1000/-
Other tutors in Electrical Engineering
Jon
Imus & online
- ₱500/h
- 1st lesson free
Parham
Toronto, Canada & online
- ₱2,423/h
- 1st lesson free
Dr Melake
Leigh, United Kingdom & online
- ₱3,724/h
- 1st lesson free
Philip
Newark, United States & online
- ₱2,455/h
- 1st lesson free
Waseem
Nottingham, United Kingdom & online
- ₱2,483/h
- 1st lesson free
Parham
New York, United States & online
- ₱2,455/h
- 1st lesson free
Jose
Toronto, Canada & online
- ₱2,203/h
- 1st lesson free
HARDIK
Clayton, Australia & online
- ₱1,733/h
Dr․ Joshua
Urbana, United States & online
- ₱2,762/h
- 1st lesson free
Sandeep
Howrah, India & online
- ₱964/h
- 1st lesson free
Jalal
Vancouver, Canada & online
- ₱2,599/h
Dounya
Sceaux, France & online
- ₱2,123/h
- 1st lesson free
Chas
Dallas, United States & online
- ₱9,205/h
- 1st lesson free
Jose Antonio
Las Palmas de Gran Canaria, Spain & online
- ₱1,415/h
Farhad
Vancouver, Canada & online
- ₱3,039/h
Gerónimo
, Argentina & online
- ₱1,440/h
Octavian
London, United Kingdom & online
- ₱20,691/h
Gokhan
London, United Kingdom & online
- ₱5,380/h
Jose
Philadelphia, United States & online
- ₱2,148/h
- 1st lesson free
Brayan
Washington, United States & online
- ₱1,473/h
-
See Electrical Engineering tutors
