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Aswanth Lal

@aswanthlal

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Data Scientist with expertise in Python and Machine Learning.

India

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What I'm looking for

I am looking for a role that allows me to leverage my data science skills in a collaborative environment, focusing on innovative projects that drive real-world impact.

I am a passionate Data Scientist with hands-on expertise in Python, SQL, and Machine Learning. My journey in data science began during my Bachelor of Technology in Mechanical Engineering, where I developed a strong foundation in analytical thinking and problem-solving. I have a proven ability to build AI/ML-driven applications and deliver data-driven insights using tools such as Pandas, Tableau, and Power BI.

During my internship at SMEClabs, I applied machine learning and data preprocessing techniques on real-world datasets, optimizing models using Scikit-learn, TensorFlow, and Spark. I have also developed projects like a sentiment analysis app and a facial recognition system, showcasing my ability to implement complex algorithms and create user-friendly applications. I am eager to contribute to impactful projects in a remote environment, leveraging my skills to drive innovation and efficiency.

Experience

Work history, roles, and key accomplishments

Data Science Intern

SMEClabs

Feb 2024 - Jun 2024 (4 months)

As a Data Science Intern at SMEClabs, I applied machine learning and data preprocessing techniques on real-world datasets. I built and optimized models using Scikit-learn, TensorFlow, and Spark, and participated in weekly code reviews and knowledge-sharing sessions.

Python SQL scikit learn TensorFlow Spark Machine Learning data preprocessing Optimization Code Review Knowledge Sharing

Customer Segmentation for Airline Program

Personal Project

Nov 2023 - Dec 2023 (1 month)

Clustered passengers based on behavior using K-Means and PCA, enabling personalized campaign design to boost retention and loyalty scores.

Python K Means Customer Segmentation Clustering Data Analysis Machine Learning

Identity Vision Facial Recognition

Personal Project

Oct 2023 - Nov 2023 (1 month)

Created a real-time face detection and recognition system using OpenCV and Python, integrating live webcam feed with facial matching and alert triggering.

Python OpenCV Facial Recognition Machine Learning AI Development

Echo Sentiment Analysis App

Personal Project

Sep 2023 - Oct 2023 (1 month)

Built a multi-input sentiment analysis tool using VADER, supporting audio, text, and speech input, and designed a GUI using Tkinter for real-time sentiment prediction.

Python VADER Tkinter

Large Language Model Development

Personal Project

Aug 2023 - Sep 2023 (1 month)

Developed a basic large language model using transformer architecture, implementing tokenization, attention mechanisms, and a training pipeline from scratch.

Python Transformer Architecture Tokenization Machine Learning AI Development Model Training Programming

Education

Degrees, certifications, and relevant coursework

LBS College of Engineering

Bachelor of Technology, Mechanical Engineering

2019 - 2023

Grade: 7.0

Pursued a Bachelor of Technology in Mechanical Engineering, focusing on engineering principles and practices. Developed a strong foundation in mechanical systems and gained practical experience through projects and internships.