Ashok Kumar Kolagani
Generative AI - IT Engineering and Quality
- Role
- Generative Ai Developer at Saap Tech Solutions Llc
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
Experience
Generative Ai Developer
Jul 2024 — Present · Charlotte, NC, US
Key Technical Milestones & Competencies:Architecting RAG & RIG Systems: Developed sophisticated Retrieval-Augmented Generation (RAG) and Retrieval-Interleaved Generation (RIG) systems using LangChain and LlamaIndex to build chatbots with deep contextual knowledge.Autonomous AI Agents: Built and deployed autonomous agents capable of tool-calling and API integration, allowing AI to interact with live data sources in real-time.Multimodal Development: Integrated Voice and Vision AI using the Vercel AI SDK, ElevenLabs for speech synthesis, and Replicate/Fal.ai for advanced media generation (Text-to-Video/Image).Full-Stack AI Deployment: Engineered dynamic UIs with Next.js 14 and TypeScript, deploying scalable backends on Vercel, Google Cloud Run, and AWS.Model Orchestration & Infrastructure: Experienced in managing both cloud-based LLMs (OpenAI, Anthropic, Groq) and local models using Ollama and Open WebUI, optimized via Vector Databases like Pinecone, Chroma, and FAISS. Featured Projects:Generative UI Knowledge Bases: Created applications that dynamically generate user interfaces based on AI output and PDF-based knowledge retrieval.Live Data AI Agents: Developed agents that utilize MCP Server setups and Qstash for reliable, data-driven decision-making.Capstone Hackathon: Architected a multi-AI integrated solution, showcasing a complete GitHub portfolio of deployed, real-world AI applications.
Education
Sikkim Manipal Institute of Technology - SMU
Master of Computer Applications (MCA), Computer Science
2004 — 2007
Acharya Nagarjuna University
BSc, Computers
2000 — 2003
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