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shreekanthashokg-lang/README.md
Shreekanth A Guttedar — AI/ML Engineer & Data Scientist

Shreekanth's ID badge

🧬 About Me

I'm an AI/ML Engineer & Data Scientist based in Bengaluru, India, currently pursuing my MCA in AI/ML & Data Science at S-VYASA Deemed to be University.

  • 🌍 Campus Ambassador, E-Cell IIT Bombay — Operating Fully Remote for India's #1-ranked entrepreneurship cell
  • 🌱 Deepening my expertise in LLM fine-tuning (LoRA), RAG pipelines, and Agentic AI Workflows
  • 🏆 1st Place, eMudhra Hackathon 2026 — ₹1,00,000 prize against 104 competing teams, 1 of just 19 shortlisted (Team Prakriti)
  • 🧠 Fascinated by the intersection of ** AI/ML AND DATA SCIENCE** — explainable models that reason the way living systems do
  • 💬 ASK ME ABOUT ML Pipelines, computer vision, or turning a research idea into a deployable system
  • 📫 Reach me at [email protected]

🧭 Tech Stack

Languages & Core
Python R C SQL HTML5 JavaScript

AI / ML / Deep Learning
PyTorch TensorFlow scikit--learn Keras OpenCV MediaPipe Pandas NumPy MLflow

Backend, Web & Cloud
FastAPI Flask React Streamlit AWS Google Cloud Vercel

Generative AI & LLM Tooling
Hugging Face LangChain XGBoost Prompt Engineering

DATA, TOOLS & TESTING
Power BI Tableau MySQL SQLite Docker Kubernetes Git GitHub Actions Selenium Cypress Figma


🎓 EDUCATION

MCA — AI/ML & Data Science Specialization
S-VYASA Deemed to be University, Bengaluru
CGPA: 10 / 10
3RD Semester · 2027 Batch

BSc
Gulbarga University
CGPA: 8.2 / 10

🎓 Selected for CUET PG 2026 — M.Sc. Data Science & Bio-AI, Digital University Kerala

Certifications

  • 🏅 Cambridge CIQ — Python for DS & ML, 100/100
  • 🏅 Infosys Springboard — Data Science with Python
  • 🏅 Deloitte — Data Analytics Simulation (Forage)
  • 🏅 ICAC — ML Training, Codec Technologies
  • 🏅 HP Foundation — Data Science & Analytics

💼 Experience

📊 Data Science Intern — CodSoft
ISO 9001:2015 Certified · Feb–Mar 2026
Applied Python-based EDA, feature engineering, classification, and regression to real-world datasets.

🤖 Machine Learning Intern — Codec Technologies
ICAC Recognized · Feb 2026
Implemented ML algorithms for complex technical challenges; awarded a Letter of Recommendation for technical excellence.

🌍 Campus Ambassador — E-Cell, IIT Bombay
Fully Remote · June 2026 – Present
Representing India's #1-ranked entrepreneurship cell, coordinating programs independently in a fully remote capacity.

🏆 1st Place Winner — eMudhra Hackathon 2026
Team Prakriti · eMudhra Campus, Bengaluru · July 2026
Won ₹1,00,000 first prize against 104 competing teams — one of 19 shortlisted from the preliminary round, evaluated by eMudhra's engineering leadership.


🚀 Featured Projects

🏦 loan-approval-predictor

End-to-end supervised ML pipeline benchmarking KNN, Logistic Regression, and Naive Bayes for binary loan-approval classification, with full EDA and feature engineering.
⭐ 9 stars
Python scikit-learn Classification

🛒 smartcart-customer-segmentation-analysis

Customer segmentation analysis for an e-commerce platform, clustering shopper behavior to drive targeted marketing strategy.
⭐ 6 stars
Python Clustering EDA

💰 Price-Predictor-ML-Pipeline

AI/ML pipeline for price prediction using Random Forest, with feature engineering, cross-validation, and a deployable exported model achieving R² = 0.917.
⭐ 4 stars
Python Random Forest MLOps

👁️ AI-Computer-Vision-Projects

A computer vision journey with OpenCV and YOLO, including work from a 5-day offline workshop by Innomatics Research Labs and a real-time face-recognition attendance system.
Python OpenCV YOLO

📊 Data-Science-Internship-Projects (CodSoft)

Five data science projects completed during a virtual CodSoft internship, spanning classification, regression, and exploratory analysis.
⭐ 4 stars
Python Data Science


🛠️ BUILDING Live AI/ML PROJECTS / Apps — & Deployment is Under Construction

📊 GitHub Stats & Graphs

GitHub Stats Top Languages



GitHub Streak



Contribution activity graph



Trophies



🐍 The snake that eats my contributions

Contribution snake

📫 Let's Connect

Email LinkedIn GitHub YouTube Instagram



Profile views



⚡ Engineering intelligent systems, one experiment at a time.

Pinned Loading

  1. loan-approval-predictor loan-approval-predictor Public

    Built an end to end supervises ML pipeline using KNN, Logistic Regression and Naive Bayes to predict loan approval. Implemented Binary classification along with EDA , feature engineering and model …

    9

  2. smartcart-customer-segmentation-analysis smartcart-customer-segmentation-analysis Public

    Customer segmentation project for e-commerce

    Python 6

  3. Price-Predictor-ML-Pipeline Price-Predictor-ML-Pipeline Public

    [Mini Project] AIML pipeline for price prediction using Random Forest. Feature engineering + cross-validation + model export. R²=0.917.

    Python 4

  4. Data-Science-Internship-Projects-CodSoft- Data-Science-Internship-Projects-CodSoft- Public

    " 5 data science projects completed during my virtual CodSoft internship"

    Python 4

  5. AI-Computer-Vision-Projects AI-Computer-Vision-Projects Public

    My Computer Vision journey using Python, OpenCV, and YOLO. Includes hands-on projects from 5-Day Offline Workshop by Innomatics Research Labs (July 2026) + real-time applications like Face Attendan…

    Jupyter Notebook