python · fastapi · docker · langchain · langgraph · mlflow · airflow · opensearch · xgboost · pytorch · postgresql · redis · prometheus · grafana · langsmith · qdrant · pgvector · Aws · Kafka
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arxiv-agentic-rag — end-to-end agentic RAG pipeline with pgvector, Airflow, Langsmith , Qdrant ,Langchain , Redis , fastapi .
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tinyvectorDB — vector DB from scratch in Python. flat_index, IVF, HNSW , Product Quantization, Metadata-filtering.
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churn-predictor-mlops — XGBoost churn model with MLflow, Great Expectations, FastAPI + Gradio UI, Docker.
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startup-research-agent — agentic pipeline that automates startup research and intelligence gathering.
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outreach-agent — agentic pipeline that finds employee emails, saves to Excel, with tracking. built for solo founders and freelancers.
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leetcode — structured DSA practice. consistent problem solving across patterns and difficulty levels.
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uptime-monitor — real-time service uptime monitoring with alerting and status tracking.
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distributed-job-scheduler — distributed task scheduling system built for reliability and scale.
- vector search internals (HNSW, PQ) — building from scratch
- agentic RAG systems in production
- reinforcement learning fundamentals
- large language model
- MLOps infra
fresh CS grad → building production-grade AI/ML systems → figuring out the rest.
build · ship · learn · repeat
open to ML Engineer · Data Scientist · MLOps roles