
Emerging Technologies – PL/TL
1 day ago
Designation
: Emerging Technologies – PL/TL
Department / Wing:
e-Governance
Overall Experience
: 7–10 Years
Experience Requirements
- A minimum of 7 to 10 years overall development experience, including at least 2–3 years of hands-on work in Generative AI and LLM-based solutions.
- Proven experience in leading technical teams or managing projects as a Project Leader or Team Leader.
Technical Skillset
- Proficient in Generative AI (GenAI), including hands-on experience with Large Language Models (LLMs) like GPT, LLaMA, and other open-source models.
- Strong experience in building intelligent chatbot interfaces that leverage LLMs for natural language understanding.
- Expertise in integrating LLMs with structured data sources, including databases (PostgreSQL, Oracle), Excel sheets, and APIs.
- Proficient in Python and frameworks like LangChain for building LLM-powered applications.
- Solid understanding of Natural Language Processing (NLP) and Prompt Engineering for accurate query generation.
- Hands-on experience with backend frameworks (FastAPI, Flask) for creating scalable API-driven solutions.
- Familiarity with Vector Databases (FAISS, Chroma) for efficient semantic search and memory management in conversational AI.
- Knowledge of containerization (Docker) and deployment on cloud platforms (AWS, Azure, GCP).
- Strong debugging, documentation, and communication skills.
Roles & Responsibilities
- Build intelligent chat interfaces using LLMs over structured datasets.
- Work with LangChain, LlamaIndex, or similar frameworks to build retrieval-based AI apps.
- Integrate AI models with sources like PostgreSQL, CSV/Excel, MongoDB, and REST APIs.
- Design clean and responsive interfaces using Streamlit, FastAPI, or similar.
- Optimize prompts and RAG pipelines to ensure accurate, real-time responses.
- Collaborate with designers, data engineers, and PMs to deliver full-stack AI solutions.
- Deploy applications using Docker, Git, and optionally cloud platforms.
- Strong problem-solving skills and the ability to design secure, efficient, and scalable solutions.
- Lead comprehensive technical discussions with team members and provide guidance.
Additional Skills
- Building user interfaces in React or Streamlit.
- Experience with fine-tuning LLMs or contributing to open-source GenAI projects.
- Familiarity with cloud deployments
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