Sarvesh Ganesan
Chennai
Summary
AI Engineer with 2 years of experience in designing and implementing generative AI solutions, specializing in autonomous AI agents and full-stack application development. Proficient in Python, AWS, and vector databases, with a strong command of LangChain, RAG systems, and prompt engineering techniques. Demonstrated ability to create scalable ML/AI solutions from the ground up while collaborating effectively with cross-functional teams to deliver high-quality software products. Career aspirations include further enhancing technical expertise and contributing to innovative AI initiatives.
Overview
2
2
years of professional experience
1
1
Certification
Work History
AI Research Engineer
Groundzero Software Private Limited
Chennai
09.2023 - Current
- Designed and built an advanced conversational AI system from scratch using LLMs, LangChain, and custom prompt engineering techniques to enhance user interactions.
- Implemented and deployed multi-agent AI systems that automate ETL processes and data analysis workflows, improving operational efficiency by 40%.
- Developed a comprehensive Lakehouse data storage solution from scratch using Apache Iceberg with Spark, designing the architecture, and implementing the complete data pipeline.
- Created and integrated vector database solutions using Pinecone and FAISS for efficient similarity search and retrieval in AI applications
- Built a custom AI agent framework from the ground up with autonomous task capabilities and system interaction, implementing it across all product offerings
- Designed and implemented RAG (Retrieval-Augmented Generation) systems to enhance LLM performance with contextual information retrieval.
- Managed AWS infrastructure, including Bedrock for AI model deployment, EC2 for compute resources, ECR for container registry, and EKS for container orchestration.
Software Trainee
SCI-BI Software Solutions Private Limited
Chennai
06.2023 - 08.2023
- Developed and maintained data visualizations and dashboards using Power BI and Tableau
- Participated in client meetings to gather requirements and translate them into technical specifications
- Created reports and presentations, enhancing clients' data-driven decision-making
Education
Bachelor of Technology - Computer Science and Engineering, Specialization in Artificial Intelligence and Machine Learning
SRM Institute of Science and Technology
Chennai05.2023
Skills
- Python
- LangChain
- Retrieval-Augmented Generation (RAG)
- Prompt engineering
- MLFlow
- LLMs
- Machine Learning Algorithms
- Keras
- PyTorch
- Pinecone
- FAISS
- Apache Spark
- Apache Iceberg
- AWS (Bedrock)
- AWS (EC2)
- AWS (ECR)
- AWS (EKS)
- AWS (S3)
- SQL
- NoSQL
- Power BI
- Tableau
- FastAPI
- REST APIs
- Git
- Docker
Certification
- Introduction to Deep Learning & Neural Networks with Keras, Artificial Intelligence, Artificial Neural Network, Machine Learning, Deep Learning, Keras, 88%
- Machine Learning with Python, Machine Learning, Regression, Hierarchical Clustering, Classification, SciPy, Scikit-Learn, 83%
Projects
- OpenChat, a FastAPI-based chat application backend that integrates with Ollama LLM to provide streaming conversational responses, features conversation management with persistent memory storage, automatic chat naming, and comprehensive chat operations (create, edit, delete, continue) through RESTful endpoints. Agent Framework built a Python framework for developing autonomous agents, streamlining the creation and management of intelligent systems
- Data Quality Checker: a Python framework for automating data quality checks using LLMs for insights and constructive action suggestions
- AI Agent Framework: A python framework for developing autonomous agents, streamlining the creation and management of intelligent systems.
References
Available upon request.
Languages
Tamil
First Language
English
Proficient (C2)
C2
Hindi
Upper Intermediate (B2)
B2
Telugu
Advanced (C1)
C1
German
Intermediate (B1)
B1
Timeline
AI Research Engineer
Groundzero Software Private Limited
09.2023 - Current
Software Trainee
SCI-BI Software Solutions Private Limited
06.2023 - 08.2023
Bachelor of Technology - Computer Science and Engineering, Specialization in Artificial Intelligence and Machine Learning
SRM Institute of Science and Technology
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