Soundharya K
Chennai
Summary
Experienced professional with a strong background in AI tools, Python, and Power BI. Skilled in automating workflows, optimizing ML models, and constructing impactful dashboards for data-driven decision-making. Demonstrates ability to leverage technical expertise to drive efficiency and enhance business outcomes.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Associate Software Engineer
Prodapt Solutions
08.2022 - Current
Generative AI
- Integrated Large Language Models (LLMs), Vector Databases (VectorDB), and Google Gemini Pro to enhance machine learning capabilities and achieve more accurate predictions.
- Designed and developed machine learning models leveraging Generative AI tools to address complex data challenges and optimize performance.
AI Tools
- Utilized tools such as Hugging Face, DALL·E 2, and ChatGPT to develop and deploy advanced AI solutions for natural language processing and creative tasks.
- Integrated these tools into workflows to enhance automation, improve user interactions, and generate innovative solutions.
Power BI
- Created interactive and visually appealing dashboards and reports to visualize key metrics and data trends.
- Conducted data modeling and transformation to ensure data integrity and support effective data-driven decision-making.
Data Engineering and Analysis
- API Workflows: Developed and optimized API workflows to automate data collection and processing tasks, improving efficiency and data accuracy.
- Statistical Analysis: Utilized Python libraries, including Pandas and NumPy, to perform detailed statistical analysis and data manipulation.
- Data Preparation: Implemented data cleaning and transformation processes to prepare datasets for further analysis and reporting.
Education
B.E - Electronics and Communication Engineering
Jeppiaar Engineering College
St. Joseph of Cluny Higher Secondary School
St. Joseph of Cluny Higher Secondary School
Skills
- Python
- Gen AI
- PowerBI
- MySQL
- Spring Boot
- Vector DB
- Proficiency with AI tools (Hugging Face, DALLE 2, ChatGPT)
- Mongo DB
- GitHub collaboration
- Django
- API integration
Projects
PROJECTS
LUMEN
- Led efforts to identify and resolve address fallout issues, enhancing data accuracy and customer experience.
- Collaborated with cross-functional teams to streamline the address verification process and validation checks, reducing errors.
- Improved operational efficiency and customer satisfaction through enhanced address validation workflows.
ADAPT
- Developed and optimized API workflows to automate data collection and processing tasks, improving data pipeline efficiency and accuracy.
- Integrated Generative AI tools, including Large Language Models (LLMs) and Vector Databases, to enhance machine learning capabilities.
- Designed and implemented advanced models to address complex data challenges and optimize performance, contributing to the project's success.
NEXTGEN
- Worked on Software Development Life Cycle (SDLC) processes, focusing on impact analysis and functional alterations.
- Performed application context analysis by providing code as input, generating short descriptions, long descriptions, and algorithm summaries to facilitate impact analysis.
- Implemented Code Generation and CodeFusionGPT models to automate code analysis, improving development efficiency and accuracy.
Languages
- English
- Tamil
Certification
- Associate Cloud Engineer Certification - Google Cloud Platform(GCP)
- Microsoft PowerBI Certification
Timeline
Associate Software Engineer
Prodapt Solutions
08.2022 - Current
St. Joseph of Cluny Higher Secondary School
St. Joseph of Cluny Higher Secondary School
- Associate Cloud Engineer Certification - Google Cloud Platform(GCP)
- Microsoft PowerBI Certification
B.E - Electronics and Communication Engineering
Jeppiaar Engineering College
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