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Venkata Dharaneswara Reddy
developerAI/ML Engineer · Build → Break → Fix · LLMs, RAG & production ML · Final-year AI & Data Science @ Amrita
Public projects
RAG_Implementations
Retrieval-augmented generation from first principles: ingestion and parsing, vector embeddings, vector stores and databases, and the core RAG components, each implemented step by step.
Jupyter Notebookembeddingslearningllm
Telegram_News_Bot
AI Pulse — a personal AI broadsheet. Collects from 60+ machine-readable sources every two hours, clusters duplicate coverage, summarises with an LLM and publishes a static reading site.
Pythongithub-actionsllmnews-aggregator
Multi_Agent_RAG_System_For_Enterprise_Log_And_Knowledge_Search
Multi-agent RAG over logs and documentation. LangGraph supervisor, hybrid BM25 + dense retrieval with cross-encoder re-ranking, measured against a hand-built 95-case golden set (recall@k 0.979).
Pythonlanggraphllmmulti-agent
Constitutional-AI-Alignment-Without-Humans-in-the-Loop-
Anthropic's Constitutional AI (Bai et al., 2022) implemented end to end on consumer hardware: a 1.5B Qwen2 model aligned with GRPO and QLoRA on an 8GB GPU, using an AI judge over written principles instead of human preference labels.
Jupyter Notebookalignmentconstitutional-aigrpo
CodeReview-Env-AI-Powered-Code-Review-RL-Environment
A reinforcement-learning environment for AI code review, published as a Hugging Face Space. Built for the Meta PyTorch OpenEnv hackathon.
Pythoncode-reviewhuggingfacellm
Multilingual_Recipe_Genarator
A multilingual recipe generator built on a language model.
Pythonllmmultilingualnlp
Likely stack
ClaudeLangGraphPyTorchTransformers
