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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2

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QHarshil/README.md

Harshil

Applied AI · ML Systems · Backend · Search · Infrastructure

I build production software across AI applications, inference & model serving, search/ranking, and backend systems.

Python C++ Go Java TypeScript SQL

Open source

Contributing to:

vLLM · GuideLLM · OpenSearch k-NN · Kubernetes · EF Core · PyTorch

Recent work includes inference correctness, benchmarking, vector search, Kubernetes API performance, and query translation.

Building

Project What it is
adduce ML-assisted analysis for tracing and validating research claims against code, configs, data, dependencies, and results
CineMatch Grounded AI recommendation agent over hybrid retrieval and learned ranking
Anytime Inference Planner Deadline-aware ML serving with continuous batching and adaptive admission
SemanticSearch Hybrid semantic + keyword retrieval with filtering, caching, and ranking evaluation
Execution Copilot Market execution simulator for testing execution strategies under different latency and venue conditions
Stack

Languages: Python, C++, Go, Java, TypeScript, SQL
AI / ML: PyTorch, ONNX Runtime, Transformers, RAG, tool calling, LightGBM
Data / Search: PostgreSQL, pgvector, OpenSearch, Elasticsearch, Redis, HNSW
Systems: AWS, GCP, Docker, Kubernetes, gRPC, Kafka

Pinned Loading

  1. adduce adduce Public

    Local research-artifact auditor for tracing paper claims to code, configurations, data, runs, and reported results.

    Python 4

  2. vllm-project/vllm vllm-project/vllm Public

    A high-throughput and memory-efficient inference and serving engine for LLMs

    Python 93.8k 23.4k

  3. opensearch-project/k-NN opensearch-project/k-NN Public

    🆕 Find the k-nearest neighbors (k-NN) for your vector data

    Java 230 244

  4. dotnet/efcore dotnet/efcore Public

    EF Core is a modern object-database mapper for .NET. It supports LINQ queries, change tracking, updates, and schema migrations.

    C# 14.8k 3.4k

  5. vllm-project/guidellm vllm-project/guidellm Public

    Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs

    Python 1.7k 265

  6. CineMatch CineMatch Public

    A film and TV recommender with a grounded AI assistant. Describe a mood or name a title you loved. An agent searches the catalog, reads your taste, and calls a two-stage recommender. It can only re…

    Go