Pavan Kumar

Pavan Kumar

Data Analyst
India
Telugu, Hindi, English

نبذة عني

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…

الخبرة

Summer Intern

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

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 أشهر

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.

المهارات

جافا بايثون (لغة برمجة) لغة الاستعلامات الهيكلية (SQL) الاتصال نومباي (مكتبة لغة Python) إدارة الفريق تينسور فلو باور بي آي لغة البرمجة آر (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
الإبلاغ عن هذا الملف الشخصي؟