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Ankitsingh1709/README.md

Hi 👋, I'm Ankit Singh

Data Analyst & AI Enthusiast | Python · SQL · Power BI · LLMs

Analytically driven professional with a strong background in data analysis, BI tools, machine learning, and generative AI. I build data pipelines, predictive models, dashboards, and AI-powered products that turn data into useful decisions.

🚀 Try my live Google Cloud AI Journal


🚀 What I'm Up To

  • 🔭 Currently working on an AI Visibility tool
  • 🌱 Currently learning RAG and Agentic AI
  • 🤖 Exploring Generative AI and LLM benchmarking with Gemini, DeepSeek, Qwen, and Ollama
  • 💬 Ask me about Python, SQL, Power BI, Machine Learning, and Generative AI

⭐ Featured Live Project

Project Stack Description
Reflect.ai — Google Cloud AI Journal · Live app ↗ React, TypeScript, Express, Firebase, Firestore, Gemini, Cloud Run A private AI journal with streaming reflections, semantic memory search, voice journaling, mood insights, location tagging, and privacy-focused access controls.

Google Cloud AI Journal: Open the running application · View the source code


📂 Projects

🤖 Gen AI & LLM Projects

Project Tools Description
LLM Model Comparison Python, Gemini 2.5 Flash, Qwen3, DeepSeek-R1 Benchmarks multiple LLMs for response quality, token usage, and latency.
Local Chatbot App v1 Python, Ollama, DeepSeek-R1, Qwen2.5, Gemma, Phi3 A local chatbot application running open-source models through Ollama.
LLM Fine-Tuning — LoRA / QLoRA Python, PEFT, LoRA, QLoRA, Phi-3 Experiments with parameter-efficient fine-tuning techniques for language models.
Call Desk Agent Python, LangGraph, LangChain, FAISS, BM25, Streamlit Agentic call-center QA and customer-care agent with hybrid RAG policy search, call lookup, weighted QA scoring, order tracking, role-based routing, and conversation memory.
RAG Techniques Python, RAG, LLMs Notebook tutorials covering advanced techniques for retrieval-augmented generation systems.

🐍 Python · Machine Learning · EDA

Project Tools Description
Medical Cost Prediction Python, Scikit-learn Predicts patient treatment costs using regression models.
Manufacturing Data Analysis — ETL Python, PostgreSQL, dbt, Power BI Builds an ETL workflow and analyzes manufacturing data.
Telecom Customer Churn Prediction Python, Scikit-learn, Pandas Uses machine learning to identify customers at risk of churn.
Salary Prediction Python, Scikit-learn, Pandas Predicts individual salaries from demographic and professional attributes.
Movie Data Analysis Python, Pandas, Seaborn Exploratory analysis of relationships between movie budgets, revenue, and ratings.
Customer Retention Analysis Python, Pandas Cohort analysis to measure customer retention over time.

🗄️ SQL

Project Tools Description
Sales Performance Analysis SQL, CTEs, Window Functions Sales analysis for Parch & Posey covering revenue channels, top representatives, and performance trends.

📊 Power BI Dashboards

Project Tools Description
Energy Consumption Dashboard Power BI Tracks energy and water usage, emissions, and renewable generation trends.
Quality Analysis Dashboard Power BI Interactive dashboard for data quality analysis and insight extraction.

📉 Tableau Dashboards

Check out my Tableau Public profile 👉 here

  • Customer Analysis · Sales Dashboard · Customer Churn Analysis · COVID-19 Analysis

🛠️ Languages & Tools

Python Pandas Scikit-learn Seaborn PostgreSQL MySQL Google Cloud Git


🤝 Connect with Me

LinkedIn Kaggle LeetCode


Ankit Singh's GitHub stats

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  1. SQL-Sales-and-business-analysis SQL-Sales-and-business-analysis Public

  2. Data_Analyst_Porfolio_projects Data_Analyst_Porfolio_projects Public

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  3. Power_BI_Projects Power_BI_Projects Public

  4. llm_projects llm_projects Public

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