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Hi 👋, I'm Appala Srinivas Tanakala

India Flag 🚀 Data Scientist | 🧠 AI + FinTech Explorer | 🛠️ Streamlit Dev on GitHub | 🌊 Visakhapatnam


💖 Support My Work

☕ If my code saved you time or solved a problem for you, feel free to buy me a coffee! You can support my work via GitHub Sponsors. Thank you for your kindness!


🧑‍💼 About Me

  • 🎓 4+ years of experience in Machine Learning & Data Analytics
  • 💼 20+ years in financial services, real estate, and capital markets
  • 🥇 Kaggle contributor with medal-winning models
  • 🔎 Expert in EDA, forecasting, dashboards & predictive modeling
  • 💬 Proficient with Python, SQL, Tableau, pandas & scikit-learn
  • 📫 Reach me at: tasrinivass@gmail.com

🔧 Skills & Tools

Languages: Python | SQL | Excel | Power BI
Libraries & Tools: NumPy | pandas | matplotlib | seaborn | scikit-learn
Domains: Financial Analytics | Real Estate Data | Stock Market Prediction


📘 Certifications

  • 🛰️ AI/ML for Geodata Analysis – IIRS/ISRO (Sep 2024)
  • 📊 Data Analyst / Business Analyst – ExcelR (Mar 2022)
  • 🧠 AI Masterclass – ExcelR (Apr 2022)
  • 🤖 Machine Learning – Tata Steel (Apr 2020)
  • 💻 Digital Marketing – Accenture (Apr 2020)
  • 🚘 Electric Vehicle Design – Pantechelearning (Jul 2022)

🔍 Projects I’m Proud Of

🚀 Featured Streamlit Projects

Autonomous Dashboard for Personalized Healthy Eating! 🌐 Features an Automated Health-Scoring Engine 🛠️, Dynamic Macronutrient Visualizations 📈, and Professional PDF Recipe Reporting to automate nutrition tracking and eliminate dietary guesswork! 🤖🥗

Autonomous Command Center for Global Business Migrations! 🌐 Features an Automated Risk-Detection Engine 🛠️, Dynamic Roadmaps 📈, and Executive PDF Reporting to automate manual project governance and eliminate transition gaps! 🤖💼

Autonomous Agent for Financial Auditing! 📊 Features a PDF-to-CSV Table Engine 🛠️, Dynamic Charting 📈, and RAG-powered Deep-Dive Analysis to automate manual document processing! 🤖💼

Custom-built decision framework for Moder's US Mortgage division. Features interactive Policy Handlers ⚙️, 3D Underwriting Analytics 📈, and automated 4C's Audit Logging ⚖️ for high-volume night-shift operations. 🌙🚀

Autonomous AI risk engine for credit portfolios! 💳 Features a Live Policy Sandbox 🛠️, 3D Health Analytics 📊, and Real-Time Grading (Bad 🔴 to Excellent 💎) to automate financial auditing! 🤖⚖️

AI-powered Streamlit app predicting stocks, crypto, forex & commodities 📈💹 + news summaries 📰🤖 for traders & learners! 🚀

Analyze stock performance across major exchanges with interactive charts, technical indicators, and real-time market data — all in one powerful financial tool! 💹📊🌐🚀

Manage construction projects efficiently with interactive tools like the Floor Plan Visualizer and Productivity Reporter — powered by AI to streamline reporting, visualize progress, and boost on-site productivity! 🏗️📐🤖📈

Summarize any YouTube video — even Shorts — with AI-powered precision. Built with Google Gemini, this tool delivers clean, concise video summaries in seconds to help you learn faster and skip the fluff! 🤖🧠⏱️🔗

Effortlessly transcribe audio and video files with Whisper AI. This tool extracts spoken content and converts it into clean, readable text — ideal for interviews, lectures, and content creation! 🎧📝🤖📽️

Get accurate temperature predictions for cities worldwide ML Models, real-time weather data, and an intuitive interactive dashboard! ☀️🌧️🌍📊

Predict heart failure risk with a smart machine learning model based on personal health and lifestyle data — empowering early intervention and awareness! 🩺📉💓⚕️

AI-powered chatbot with multiple agents, using Google Gemini + OpenWeather API 🌤️. Smart, interactive, and publicly deployable in minutes.

Generate stunning visuals using Google Gemini’s generative image models. Customize with prompts and styles through a clean UI.

All-in-one AI platform combining Google Gemini, file analysis, and image generation. Ask questions, generate Python code, summarize text, and create images with a sleek UI.

Track live sales, performance metrics, revenue trends, and team progress in one dynamic, interactive view! 🚀💼📈

Upload an image and replace its background using AI. Great for profile pictures, product images, and creative editing!

A smart AI-powered crypto portfolio tracker that provides insights, real-time data, and automated portfolio management — all in one intuitive dashboard! 🚀📊🔮

Analyze stock performance across major exchanges with interactive charts, technical indicators, and real-time market data — all in one powerful financial tool! 💹📊🌐🚀

Interactive dashboard for analyzing trends and performance of Nifty 50 stocks using Plotly — perfect for financial insights.


💼 Experience Snapshot

🔹 Data Scientist (Freelance)
May 2022 – Present
🏠 Remote | Kaggle competitor | Designed end‑to‑end ML pipelines

🔹 Senior Manager – SVMS Constructions
Aug 2019 – May 2022
🏢 Managed real‑estate products, pricing, launches & client relations

🔹 Data Analyst – IDA Automation (Fidelity US Client)
Jul 2017 – Aug 2019
📊 Delivered dashboards & cleaned U.S. title insurance data

🔹 Branch Manager – Aditya Birla Money Ltd.
Jul 2005 – Aug 2015
📈 Led ₹4 Cr daily equity turnover & 6‑member sales team

(Earlier roles: ICICI Bank, Steel City Securities, AMB Financials – 2001–2005)


🏆 Highlights & Achievements

  • 🥉 Bronze – Santa 2024 Puzzle Challenge, Kaggle
  • 🥉 Bronze – Predict Podcast Listening Time, Kaggle
  • 🧠 Contributor – AI Math Olympiad & Insurance Regression Arena
  • 🎯 Expert at combining industry knowledge with AI-driven solutions

🌐 Let’s Connect

  • LinkedIn
  • Kaggle
  • Email
  • GitHub

💡 “Bridging two decades of financial wisdom with modern AI to deliver real-world, data-powered solutions.”

About

Personal portfolio of Appala Srinivas Tanakala — Data Scientist & FinTech Explorer. Featuring production-ready GenAI agents, interactive financial tools, and predictive ML models built with Streamlit.

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