I am really delighted to write a recommendation for Ambika. She worked with me on a research and development project. A project is about the prediction of organic matter in soil with satellite data using machine learning techniques. This project is a multidisciplinary project which involves different fields like Machine Learning, GIS and Remote Sensing, Soil Science, and Aerospace Engineering. The way she has done work on this project is quite remarkable. She has great domain knowledge in the area of AI and also has a good learning capacity by which have learned about other fields involved in the project. She started with the data collection part which is quite complex in this work but she managed very well and come up with collecting various data like soil field samples with GPS data, satellite data, environment data, and digital elevation model data. She collected and sorted all the data from various web sources which shows how hard-working she is. Next on this project she also used feature engineering skills which she again shows her unexpectedly high skills and comes up with whatever good features are. She has in-depth knowledge of the area of machine learning and she tried different models to get good results in this project. Ambika has very good at learning and grasping new things and for this project, she learned a lot from different research papers in this area, various web materials, and ebooks also. I must say that the way she managed her studies, college projects, internships, hackathons, and other studies and this project is quite very inspiring and beyond imagination. She also applied her presentation knowledge to make a presentation for this project. She is also a good planner. Proper time management, high technical understanding, good communication strengths, outstanding team management, teamwork, and ever-energetic nature show how extraordinary a talent she has. She is always ready for new developments in the project has many great ideas and is always available for work. She completed this project on time and has successfully achieved good results as per required. At last, I just would like to state that I have many more great things to say about her but due to the limitations of words I am restricting myself here. One thing I am very sure of is that wherever she works she will be a real asset to that organization. I am in touch with one of her respected professors from her her institute and he has given me very good remarks about her studies and working nature. Anyone can contact me to verify or if they need more information about her work with me. I wish her very good luck and great success.

I've known Ambika since my college days. What sets her apart is the clarity and depth of thought along with planning irrespective of the task at hand. I have seen her take up extremely challenging tasks and roles throughout her journey and excel at each and every one of them. I am sure she would be an excellent value add to any organisation and would wholeheartedly endorse and recommend her.

I am really delighted to write a recommendation for Ambika. She worked with me on a research and development project. A project is about the prediction of organic matter in soil with satellite data using machine learning techniques. This project is a multidisciplinary project which involves different fields like Machine Learning, GIS and Remote Sensing, Soil Science, and Aerospace Engineering. The way she has done work on this project is quite remarkable. She has great domain knowledge in the area of AI and also has a good learning capacity by which have learned about other fields involved in the project. She started with the data collection part which is quite complex in this work but she managed very well and come up with collecting various data like soil field samples with GPS data, satellite data, environment data, and digital elevation model data. She collected and sorted all the data from various web sources which shows how hard-working she is. Next on this project she also used feature engineering skills which she again shows her unexpectedly high skills and comes up with whatever good features are. She has in-depth knowledge of the area of machine learning and she tried different models to get good results in this project. Ambika has very good at learning and grasping new things and for this project, she learned a lot from different research papers in this area, various web materials, and ebooks also. I must say that the way she managed her studies, college projects, internships, hackathons, and other studies and this project is quite very inspiring and beyond imagination. She also applied her presentation knowledge to make a presentation for this project. She is also a good planner. Proper time management, high technical understanding, good communication strengths, outstanding team management, teamwork, and ever-energetic nature show how extraordinary a talent she has. She is always ready for new developments in the project has many great ideas and is always available for work. She completed this project on time and has successfully achieved good results as per required. At last, I just would like to state that I have many more great things to say about her but due to the limitations of words I am restricting myself here. One thing I am very sure of is that wherever she works she will be a real asset to that organization. I am in touch with one of her respected professors from her her institute and he has given me very good remarks about her studies and working nature. Anyone can contact me to verify or if they need more information about her work with me. I wish her very good luck and great success.

I've known Ambika since my college days. What sets her apart is the clarity and depth of thought along with planning irrespective of the task at hand. I have seen her take up extremely challenging tasks and roles throughout her journey and excel at each and every one of them. I am sure she would be an excellent value add to any organisation and would wholeheartedly endorse and recommend her.

I am really delighted to write a recommendation for Ambika. She worked with me on a research and development project. A project is about the prediction of organic matter in soil with satellite data using machine learning techniques. This project is a multidisciplinary project which involves different fields like Machine Learning, GIS and Remote Sensing, Soil Science, and Aerospace Engineering. The way she has done work on this project is quite remarkable. She has great domain knowledge in the area of AI and also has a good learning capacity by which have learned about other fields involved in the project. She started with the data collection part which is quite complex in this work but she managed very well and come up with collecting various data like soil field samples with GPS data, satellite data, environment data, and digital elevation model data. She collected and sorted all the data from various web sources which shows how hard-working she is. Next on this project she also used feature engineering skills which she again shows her unexpectedly high skills and comes up with whatever good features are. She has in-depth knowledge of the area of machine learning and she tried different models to get good results in this project. Ambika has very good at learning and grasping new things and for this project, she learned a lot from different research papers in this area, various web materials, and ebooks also. I must say that the way she managed her studies, college projects, internships, hackathons, and other studies and this project is quite very inspiring and beyond imagination. She also applied her presentation knowledge to make a presentation for this project. She is also a good planner. Proper time management, high technical understanding, good communication strengths, outstanding team management, teamwork, and ever-energetic nature show how extraordinary a talent she has. She is always ready for new developments in the project has many great ideas and is always available for work. She completed this project on time and has successfully achieved good results as per required. At last, I just would like to state that I have many more great things to say about her but due to the limitations of words I am restricting myself here. One thing I am very sure of is that wherever she works she will be a real asset to that organization. I am in touch with one of her respected professors from her her institute and he has given me very good remarks about her studies and working nature. Anyone can contact me to verify or if they need more information about her work with me. I wish her very good luck and great success.

I've known Ambika since my college days. What sets her apart is the clarity and depth of thought along with planning irrespective of the task at hand. I have seen her take up extremely challenging tasks and roles throughout her journey and excel at each and every one of them. I am sure she would be an excellent value add to any organisation and would wholeheartedly endorse and recommend her.