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Bhanuprakashachini/README.md

📍 Hyderabad, India · Open to Remote


🧭 About

I'm a B.Tech Data Science graduate who genuinely enjoys the messy part of data — cleaning it, pipelining it, and eventually getting a model or dashboard out of it that someone actually uses.

Lately I've been deep in lakehouse pipelines (Spark, Delta Lake, Airflow) and LLM/RAG systems — plus an earlier phase building an LSTM/GRU trading model for NIFTY 50 that I later co-presented as a paper at an international conference in South Korea.

Currently exploring: Data Analyst · Data Engineer · AI/ML Engineer roles — always happy to chat about data, AI, or interesting problems.


🛠️ Stack



Spark Snowflake Airflow dbt LangChain HuggingFace PowerBI Tableau FastAPI Django


🏦 Bank Transactions Lakehouse

Spark · Delta Lake · Airflow · LLaMA 3

Medallion (Bronze-Silver-Gold) lakehouse on AWS S3/MinIO, 5-task Airflow orchestration, and an AI-driven Streamlit dashboard for natural-language BI querying.

🛍️ Metadata Lakehouse (E-Commerce)

Kafka · Spark · dbt · Hugging Face

Real-time event ingestion pipeline with an embedding-based vector search layer for LLM-driven, prompt-based analytics across product and sales data.

🚚 Logistics Data Lakehouse

PySpark · FastAPI · Snowflake

End-to-end pipeline processing 50K–90K+ daily shipment records, with a FastAPI-served delivery-success prediction model feeding Power BI.

🚦 LLM-Orchestrated Traffic Analysis

YOLOv8-v12 · Django Channels · Multi-LLM

Full-stack platform integrating 5 YOLO variants with multi-LLM orchestration (OpenAI, Anthropic, Groq) for live violation detection via WebSocket streaming.

📄 RAG Application (Document Intelligence)

LangChain · FAISS · Streamlit

Multi-format RAG system (PDF/CSV/Excel/Word/JSON) with hybrid semantic + keyword search, 1–3s query response times.

📈 AI Algorithmic Trading System

LSTM · GRU · Telegram Bot

NIFTY-50 trading system, 85–88% signal accuracy, sub-1-second signal generation, and an AI chatbot dashboard with live candlestick charts.
📊 More projects — analytics dashboards
Project Highlights Stack
Online Retail Customer Analytics 797K+ records cleaned; top 10% of customers drove ~63% of £16.36M revenue Python · Power BI · DAX
Quick Commerce Sales Dashboard 3-page dashboard on $347M+ revenue across 500K+ orders Python · NumPy · Power BI
Banking Analytics Dashboard Income segmentation + multi-page loan/deposit dashboards MySQL · SQL · Power BI

🎓 Education & 🏆 Highlights

B.Tech, CSE (Data Science) Sreyas Institute of Engineering & Technology · 2026 · CGPA 7.4–7.5

Diploma, ECE TKR College of Engineering & Technology · 2023

🎤 Co-authored & presented "AI-Powered Algo Trading System" at PCCDA 2026, Sejong University, South Korea

🏁 HackAttack 2K25 — 24-hour national hackathon

Certifications: Cisco (Data Analytics) · IBM (Python for Data Science) · Scaler (ML, DBMS, Java)


📊 GitHub Stats

Repos

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  1. Quick-E_Commerce-Sales-Analytics Quick-E_Commerce-Sales-Analytics Public

    End-to-end Quick Commerce analytics project using Python and Power BI, featuring data cleaning, EDA, KPI development, and interactive dashboards for sales, delivery, and customer insights.

    Jupyter Notebook

  2. AI-Powered-NIFTY-50-Stock-Prediction-and-Automated-Trading-System AI-Powered-NIFTY-50-Stock-Prediction-and-Automated-Trading-System Public

    Built an end-to-end AI trading system for NIFTY-50 stocks using LSTM/GRU models, automating market-data processing, signal generation, backtesting, and Telegram alerts while delivering 85–88% signa…

    TypeScript

  3. DocIntel- DocIntel- Public

    DocIntel is an intelligent Retrieval-Augmented Generation platform that unifies PDF, DOCX, CSV, Excel, and JSON documents into one searchable knowledge base. Using hybrid semantic search, it delive…

    Python

  4. E-COMMERCE-ANALYTICS E-COMMERCE-ANALYTICS Public

    Built a real-time Kafka+Spark pipeline with dbt Medallion Architecture, Airflow, Power BI, and Hugging Face/vector search to enable LLM-driven analytics across sales, product, and customer data.

    Jupyter Notebook

  5. LLM-Orchestrated-Multi-Model-Traffic-Analysis-System LLM-Orchestrated-Multi-Model-Traffic-Analysis-System Public

    Developed a real-time intelligent traffic monitoring platform integrating YOLOv8, YOLOv11, and YOLOv12 with centroid tracking and temporal smoothing for robust vehicle detection and violation analy…

    Python

  6. Banking-Data-Lakehouse Banking-Data-Lakehouse Public

    Banking data lakehouse (Spark, Delta Lake, Airflow) with an AI-powered Streamlit dashboard for natural-language BI queries.

    Python