π About Me
π Iβm currently working on
Production-grade Generative AI systems at Adobe
Retrieval-Augmented Generation (RAG) pipelines for document intelligence
Agentic AI applications with multi-step reasoning, tool use, and memory
LLM evaluation frameworks for faithfulness, grounding, relevance, and retrieval quality
π― Iβm looking to collaborate on
Open-source RAG frameworks, agent orchestration systems, and GenAI tooling
LLM evaluation, benchmarking, and reliability research
Document AI, enterprise search, and knowledge-intensive AI systems
π€ Iβm looking for help with
Scaling agent-based systems in production
Improving long-context retrieval and reasoning
Better offline and online evaluation strategies for GenAI systems
π± Iβm currently learning
Advanced agent architectures and planning-based systems
LLM inference optimization and cost-efficient serving
Trust, safety, and evaluation techniques for real-world GenAI products
π¬ Ask me about
RAG design and optimization
Prompt engineering for production systems
Agentic AI workflows and tool-using agents
LLM evaluation metrics and GenAI reliability
Document intelligence, search, and retrieval systems
β‘ Fun fact
Iβve been building retrieval and document AI systems since before βRAGβ was a buzzword
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Adobe
- San Francisco
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05:13
(UTC -08:00) - psssnikhil.github.io
- in/nikhilpentapalli
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Machine-Learning-Portfolio
Machine-Learning-Portfolio PublicA complete Repo for all machine learning algorithms implemented and basic templates are attached and will be constantly updating.Contributions are always welcome
Jupyter Notebook 1
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Covid19-Social-distancing-using-YOLOV3
Covid19-Social-distancing-using-YOLOV3 PublicA Real time social distance identification tool from a video or image.It takes distance between different pairs of persons that are present in the frame.
Python
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handwritten-text-recognition-for-apache-mxnet
handwritten-text-recognition-for-apache-mxnet PublicForked from awslabs/handwritten-text-recognition-for-apache-mxnet
This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.
Jupyter Notebook
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awesome-deep-learning
awesome-deep-learning PublicForked from ChristosChristofidis/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
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DeepLearningExamples
DeepLearningExamples PublicForked from NVIDIA/DeepLearningExamples
Deep Learning Examples
Python
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nlp-tutorial
nlp-tutorial PublicForked from graykode/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
Jupyter Notebook
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