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varunhs306/README.md
Varun H Shamaraju β€” Data / ML Engineer

PortfolioΒ LinkedInΒ EmailΒ Open to full-time, part-time or internship roles


🧭 About

Data pipelines Β· MLOps Β· Applied AI

  • πŸ“ Leipzig, Germany
  • πŸŽ“ Master of Science, SRH University,Leipzig
  • πŸ’Ό 2.5 yrs Β· Deloitte South Asia Β· Atria Convergence
  • πŸ” Open to full-time, part-time, internship

πŸ› οΈ Toolkit

Languages Python SQL Bash
Data Pandas Polars NumPy
ML scikit-learn PyTorch TensorFlow
AI / LLM llama.cpp vLLM Mistral RAG MCP
APIs & Backend FastAPI REST
Databases PostgreSQL MongoDB ChromaDB
Cloud AWS OCI GCP Snowflake
Infrastructure Docker Kubernetes Terraform Airflow
Monitoring & Dashboards Grafana Streamlit
Certified AWS Cloud Practitioner OCI GenAI OCI Data Science

πŸ’Ό What I've shipped

Deloitte South Asia Β· Analyst Migrated legacy data processes to AWS. Built executive dashboards for subscription revenue and member growth. Shipped member-engagement scoring models on SageMaker, with retraining automated through Step Functions + Lambda.
Atria Convergence Technologies Β· Software Engineer Automated CRM and OSS/BSS ingestion with OCI Data Integration. Built NOC dashboards for SLA and outage monitoring. Predictive maintenance models for network equipment failure, versioned and A/B tested in production.

πŸš€ Things you can actually click

πŸ“ˆ NSE Index Dashboard

Live Streamlit app tracking Indian market indices. Real-time Yahoo Finance data, Plotly analytics, modular Python.

Live Source

🧠 SAGE β€” Stock Analysis & Guidance Engine

Fundamental stock analysis with a local LLM, so nothing leaves the machine.

Colab

⚑ Serverless Telegram Bot

AWS Lambda backend, all infra in Terraform, tested locally against LocalStack before it ever touches a real account.

Source Terraform

πŸ“ Depression Detection from Social Media

NLP pipeline with PII stripping, classical models, ROC-AUC and bias analysis.

Published


Pinned Loading

  1. spotgrid-lakehouse spotgrid-lakehouse Public

    German power prices, load and renewables from SMARD, ingested daily, kept correct through revisions and market changes, and served through a public API.

    Python

  2. SIGMA SIGMA Public

    An equity analyst in your Telegram. Deterministic metrics across global exchanges, exact money arithmetic, Gemini-written valuation, risks and outlook. One container, no inbound ports.

    Python

  3. Varun-Finance-Dashboard Varun-Finance-Dashboard Public

    Forked from BigData-SRH/Varun-Finance-Dashboard

    A Streamlit-powered finance dashboard designed for analyzing the NSE market

    Python 2

  4. reddit-post-intel reddit-post-intel Public

    Reddit post embeddings + LLM classification for market manipulation detection

  5. AWS-Telegram-Bot AWS-Telegram-Bot Public

    Telegram bot running on AWS

    Python 2 2

  6. AWS-Zero-to-Shipped AWS-Zero-to-Shipped Public

    Python