Open to opportunities

Sandeep Kasturi

@sandeepkasturi

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Aspiring data scientist with expertise in machine learning and analytics.

India

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What I'm looking for

I seek a role that fosters innovation and offers opportunities for growth in data science.

I am a passionate data scientist focused on leveraging machine learning and data analytics to create innovative technological solutions. My journey began with a strong foundation in computer science, culminating in an IMTech from IIIT Bangalore. I have honed my skills in developing and optimizing AI models using advanced frameworks like PyTorch and Transformers, particularly in the realms of Natural Language Processing (NLP) and image generation.

Currently, I work as an R&D Engineer at Zentree Labs, where I developed a conversational AI agent that utilizes LangChain and OpenAI’s ChatGPT LLM to process financial queries. My experience also includes an internship as a Data and AI Engineer, where I automated data workflows and created insightful Power BI dashboards, enabling data-driven decision-making. I am committed to continuous learning and applying my skills to tackle complex challenges in the data science field.

Experience

Work history, roles, and key accomplishments

Current

R&D Engineer

Current

Zentree Labs

Jul 2024 - Present (10 months)

As an R&D Engineer, developed a RAG-based pipeline for a conversational AI agent that retrieves financial information. Designed prompt construction mechanisms and integrated query validation to enhance user interaction and ensure SQL query correctness.

Python SQL NER Transformers Git DevOps

Data and AI Engineer Intern

Thorogood Associates

Jan 2024 - Jun 2024 (5 months)

Processed and transformed raw enterprise data into Parquet files using Azure Data Lake Storage. Automated data cleaning workflows and created dynamic Power BI dashboards for enhanced decision-making.

Azure Storage Power BI Data Cleaning Automation Big Data Data Visualization Python SQL ETL

R&D Trainee

Zentree Labs

Jun 2023 - Jan 2024 (7 months)

Developed and optimized Stable Diffusion models for text-to-image generation. Implemented image generation models using PyTorch and integrated NLP-based tools for enhanced functionality.

Stable Diffusion PyTorch NLP Transformers Optimization Data Analysis Deep Learning Image Generation

Education

Degrees, certifications, and relevant coursework

Indian Institute of Information Technology Bangalore

IMTech, Computer Science

2022 - 2024

Activities and societies: Actively participated as a member of the Sports Committee.

Pursuing an IMTech in Computer Science with a focus on machine learning and data analytics. Emphasizing expertise in developing and optimizing AI models using PyTorch, Transformers, and Diffusion Models, along with a strong background in NLP and image generation.