Summary
Overview
Work History
Education
Skills
Training
Languages
Certification
Projects
Timeline
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Aakash Kumaran

Chennai,TamilNadu

Summary

Adaptability and Innovation in Data Science and Generative AI

  • Passionate about exploring and adopting cutting-edge technologies in data science and generative AI.
  • Continuously integrate the latest advancements to enhance the effectiveness and efficiency of projects that target specific use cases.
  • Implement innovative use cases of generative AI to drive continuous improvement in tasks and processes.
  • Stay updated with industry trends and advancements, ensuring work remains at the forefront of technological progress.

Overview

1
1
year of professional experience
1
1
Certification

Work History

Data Science Intern

EVOASTRA VENTURES PVT LTD
Chennai, Tamilnadu
06.2024 - Current
  • Performed exploratory data analysis on large datasets to identify patterns and trends.
  • Built machine learning models for classification and regression problems.
  • Implemented natural language processing algorithms for text-based analysis tasks.
  • Cleaned and manipulated raw data.
  • Evaluated model performance metrics such as accuracy, precision, recall, F1 score to obtain the best model along with hypermarameter tuning.

Full Stack Web Developer Intern

INETZ TECHNOLOGIES PVT LTD
Chennai, Tamilnadu
12.2023 - 01.2024
  • Developed and maintained web applications using HTML, CSS, JavaScript, and AJAX.
  • Managed back-end databases by writing SQL queries to retrieve data from tables.
  • Implemented front-end features to improve user experience.

Education

B.Tech - Information Technology

SRM Easwari Engineering College
true
03-2025

Skills

  • Python Programming
  • SQL
  • Machine Learning
  • Deep learning
  • Data Visualization
  • Attention to Detail
  • Adaptability to Technological Advancements
  • Generative AI
  • LangChain
  • HuggingFace

Training

  • Malware Analysis, K7 Computing
  • Python And Django Development, AVODHA EDUTECH PVT LTD, Online

Languages

English
Full Professional
Tamil
Native/ Bilingual

Certification

  • Machine Learning A-Z : AI & Python (UDEMY)

Projects

Brain Stroke Prediction Project:
Developed a classification model to predict the presence of brain stroke with the given dataset based on historic datas. Applied pipelining techniques for automation and seamless data processing. The model was successfully deployed on an AWS EC2 instance, enabling real-time predictions and ensuring scalability and reliability.

Mice Protein Analysis Project:
Conducted a classification project focused on mice protein data within the healthcare domain. Dealt with unstructured data by performing thorough data cleaning and feature engineering. Successfully deployed the model using a Flask API, ensuring efficient and accessible predictions. Gained valuable experience in preparing complex datasets for training.

Timeline

Data Science Intern

EVOASTRA VENTURES PVT LTD
06.2024 - Current

Full Stack Web Developer Intern

INETZ TECHNOLOGIES PVT LTD
12.2023 - 01.2024

B.Tech - Information Technology

SRM Easwari Engineering College
Aakash Kumaran