Akash S G
Hi, I'm Akash S G, a Software Engineer with a Bachelor's degree in Information Science and Engineering. I build scalable and distributed AI systems using Python, SQL databases, and vector indexing.
About
Hi, I’m Akash S G, a Software Engineer with a Bachelor’s degree in Information Science and Engineering. I build scalable and distributed AI systems using Python, SQL databases, and vector indexing.
I have a strong foundation in computer science fundamentals, including data structures, algorithms, OOP, and complexity analysis. I thrive in agile environments, delivering fault-tolerant and efficient software solutions while collaborating with cross-functional teams.
- 2 years' experience
- Joined August 2025
Industry experience
- Software & Internet
- Healthcare
- Computers & Electronics
- Professional Services
- Education
- Media & Entertainment
- Retail
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Work experience· 9 roles
Built an AI-powered interface using LangChain and Streamlit to query structured databases using natural language. Implemented document parsing and semantic search with FAISS and Hugging Face embeddings. Conducted prompt engineering to boost query translation accuracy by over 60%. Created an intelligent chatbot using Gemma 3B and Streamlit to answer questions from PDF documents in real time. Enabled scalable access for 200+ users across multiple databases with secure file handling and multilingual support. Collaborated with ML team to optimize data flows and deploy AI features.
Refined prompts using Reinforcement Learning from Human Feedback for model performance enhancement. Collaborated with machine learning teams to improve AI development workflows. Interpreted user intent and designed optimized prompt structures for improved model alignment.
Developing AI-powered interfaces and internal tools (Streamlit apps, multilingual interfaces) and contributing to healthcare data solutions.
Education· 8
Certifications and awards· 8
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