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mukkss/README.md
Mukhesh Contributions in the last year

portfolio 聽路聽 linkedin 聽路聽 medium 聽路聽 email

about

Final-year AI & ML Student at Canara Engineering College, India.
Building scalable data pipelines & AI agents efficiently.

I build agents that can construct data pipelines in GCP. Right now I am
deep into PySpark, SQL, Data Modeling, and Multi Cloud architectures.
Currently seeking Data Engineer / ML Internships & Open Source Projects.

stack

python 聽 go 聽 c++ 聽 sql 聽 pytorch 聽 tensorflow 聽 fastapi 聽 pyspark 聽 langchain 聽 huggingface 聽 aws 聽 azure 聽 docker 聽 kubernetes 聽 linux 聽 ebpf

projects

AstraLM 聽路聽 pytorch, fsdp, mlflow, fastapi, docker
Engineered a 130M params decoder-only LLM pretraining platform with custom BPE tokenizer.
Developed distributed ML infrastructure using DDP/FSDP for 1.8x higher throughput.

Sentinel 聽路聽 ebpf, scikit-learn, kubernetes, prometheus
Kernel-level AI observability platform using eBPF for real-time runtime threat detection.
Streams ~18K syscalls/sec into an anomaly detection pipeline with < 8.7 ms latency.

NeuroLoom 聽路聽 react, fastapi, mongodb, adk
Multi-agent biomedical research platform using NLI, RAG, and fine-tuned DeBERTa-v3.
Reduces literature review time by ~40% via semantic retrieval and parallel agent orchestration.

stats

Current and longest streak Top languages by bytes and by repo The last year, one character per day

Pinned Loading

  1. NeuroLoom NeuroLoom Public

    NeuroLoom is an advanced, Multi-Agent Insight Engine designed to automate clinical researches

    TypeScript

  2. DocEase DocEase Public

    DocEase is an AI-powered medical chatbot using DeepSeek RAG with Ollama and Pinecone for accurate, verified medical information. 馃殌

    JavaScript

  3. OptiVue OptiVue Public

    Forked from VJnCode/OptiVue

    馃 AI-powered system for detecting cataract, diabetic retinopathy, and glaucoma from retinal images using a ResNet-18 model.

    Jupyter Notebook

  4. PostgreSQL-Data-warehouse PostgreSQL-Data-warehouse Public

    Building an modern data warehouse with PostgreSQL Server, including ETL processes, data modeling, and analytics.

    PLpgSQL