~/talks

Tuhin Kanti Sharma

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titleconferencedate
Enhancing RAG with Fast GraphRAG and InstructLab: A Scalable, Interpretable, and Efficient FrameworkPyCon DE & PyData 20252025-04-23
Systematically compares plain RAG, Microsoft GraphRAG, HippoRAG and a new FastGraphRAG using a 100 Q&A gold set generated by Claude 3.7 and scored by a GPT‑4…
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Navigating Innovation with Open Hybrid Cloud and Openshift AIGreat International Developer Summit 20242024-04-23
Claims that 80% of enterprises will deploy Gen AI apps in the next few years and a survey showing 93% of unicorns use multiple public clouds and 81% combine…
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Pybandit: A Website Optimization Framework for E commerce SMBsGreat International Developer Summit 20232023-04-25
Claims a practical way to run experiments with low traffic by shifting traffic to better pages as data arrives, reducing revenue lost to inferior variants…
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Signature Verification in Banks using Few Shot LearningDevelopers Summit 20212021-02-18
Implements a Siamese (Signet) CNN with contrastive loss trained on the BigSig260 dataset (Hindi/Bengali) using SageMaker + PyTorch, producing 128-d embeddings…
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Anomaly Detection in Smart Buildings using Federated LearningDeveloper Summit 20202020-11-21
Federated learning trains anomaly detectors on-device and aggregates updates to catch sensor and network anomalies in smart buildings. Implementation uses…
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Service Interoperability With gRPCgRPC Conf 20202020-07-27
Built a Last Known Good Artifact service that validates compatible artifact versions and serves polyglot clients in Java and Python via gRPC + Protobuf; server…
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Hybrid Recommendation Systems using Probabilistic Graphical ModelsODSC India 20182018-08-31
Hybrid system builds a Bayesian-style graph that combines LDA topics with genres and video IDs to capture both content and co‑occurrence signals, training a…
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