About Me

I am Namitha Rayasam, a third semester student. Since childhood I've always been keenly interested in: i) computer science engineering ii)music. I am interested in AI/Ml, Robotics, Reinforcemnt Learning, Image Prcocessing, GenAi, Natural Language Processing

Add a description of yourself. I have wokred on projects involving robotics (SLAM) and Machine Learning. I love exploring new concepts and technologies such as LLMs, Multimodal Systems, and Generative Models

Projects:

● Iris Flower Classification using a Machine Learning Model using Python ❖ BuiltaclassificationmodelusingKNeighborsClassifier ● Vacation Rate Prediction using a Machine Learning Model using Python ❖ ExploredalgorithmslikeRandomForestRegressor,LinearRegression, GradientBoostingRegressor, DecisionTreeRegressor, MultiOutputRegressor GridSearchCV, etc. ● Simultaneous Localization and Mapping (SLAM) using 2D LiDAR ❖ Featuredetectionandtrackingsystemusing2DLiDARforSLAM. ❖ Tools:ROS,C++ ❖ MyroleprimarilyfocusedonimplementingalgorithmsinC++,utilizing ROS2 to execute them effectively, and visualization using RViz. ❖ Thisincludedcoding,debugging,andoptimizingthealgorithmstoensure they performed as intended within the ROS2 framework.

Skills:

● Programming Languages: Python, C, C++ ● Data Analysis: Pandas, NumPy ● Machine Learning: Scikit-Learn, Scipy, TensorFlow, xgboost ● Data Visualization: Matplotlib, Seaborn ● Statistical Analysis: Excel ● Tools: Jupyter Notebook, Git/GitHub ● Databases: SQL (basic) ● Robotics: Robot Operating System (ROS) ● HTML, CSS, MERN stack, MongoDB

Education:

10th CBSE: 95% 12th STATE: 98%

Awards:

MRD Scholarship in sem-1

Socials:

GitHub: GitHub Profile

LinkedIn: LinkedIn Profile