Pavan Kumar

Pavan Kumar

Data Analyst
India
Telugu, Hindi, English

About Me

Aspiring AI/ML Engineer | Computer Science Student | Research Enthusiast
I am a dedicated Computer Science Engineering student with a specialization in Artificial Intelligence and Machine Learning, maintaining a strong a…

Experience

Summer Intern

Indian Institute of Technology Hyderabad
Jun 2024 - Aug 2024 · 2 months

Engineered 3 ML/DL models (Random Forest, SVM, LSTM) to forecast pollutant trends under climate change using Python and TensorFlow.
Transformed and automated ETL workflows processing 2,300+ daily records from 2018–2024 Copernicus datasets for Chennai.
Reduced model training time by 35% by optimizing data pre-processing and training workflows in Jupyter Notebook.
Created over 15 time-series and geospatial plots using Matplotlib and Seaborn, aiding in trend interpretation and stakeholder presentations.

Summer Intern

Indian Institute of Technology Hyderabad
Jun 2024 - Aug 2024 · 2 months

Engineered 3 ML/DL (Random Forest, SVM, LSTM) models to forecast pollutant trends under climate change using Python and TensorFlow., Transformed and automated ETL workflows processing 2,300+ daily records from 2018–2024 Copernicus datasets for Chennai., Reduced model training time by 35% by optimizing data pre-processing and training workflows in Jupyter Notebook., Created over 15 time-series and geospatial plots using Matplotlib and Seaborn, aiding in trend interpretation and stakeholder presentations.

Skills

Java Python Structured Query Language (SQL) Communication NumPy Team Management TensorFlow Power BI R Programming Language (R) C HTML/CSS Matplotlib Seaborn Scikit-learn Pandas AWS (Sage Maker Lambda) VS Code Google Collab Jupyter Notebook Decision-Making AWS SageMaker Lambda Google Colab
Report this Profile?