Thanks to visit codestin.com
Credit goes to github.com

Skip to content
View tirfan022's full-sized avatar

Block or report tirfan022

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
tirfan022/README.md

Hi, I'm Talha Irfan 👋

Software Engineering student @ Delhi Technological University
Building intelligent systems at the intersection of ML, algorithms, and clean software.


🧠 About Me

  • 🎓 B.Tech Software Engineering · DTU Delhi · CGPA 8.59
  • 💡 Passionate about ML systems, efficient algorithms, and full-stack AI applications
  • 🔬 Currently working on multi-agent AI pipelines and deep learning for medical imaging
  • 📍 Delhi, India

🚀 Featured Projects

LangGraph · Gemini · ChromaDB · Tavily · Streamlit

Multi-agent RAG pipeline that combines PDF retrieval and live web search to automate end-to-end research and slide generation.

  • Built a LangGraph DAG with human-in-the-loop interrupt-resume
  • Generates structured .pptx files with customizable branding
  • Combines ChromaDB vector search with Tavily web search

CNN · TensorFlow · Keras · OpenCV

14-layer CNN trained on 3,000+ MRI scans (Br35H dataset) for binary tumor classification.

  • 92.9% accuracy · 0.97 AUC-ROC on held-out test set
  • CLAHE + Gaussian filtering for preprocessing · 4× data augmentation
  • Grad-CAM integration for model interpretability

C++ · TF-IDF · STL

TF-IDF search engine with inverted indexing over large document corpora.

  • Multi-word query retrieval in O(Q × Pq) using unordered_map
  • Persistent binary indexing (index.bin) eliminates recomputation overhead

🛠️ Tech Stack

Languages     Python · C++ · C · Java · JavaScript · SQL · HTML/CSS
ML/DL         TensorFlow · Keras · Scikit-learn · OpenCV · CNNs · RNNs · Transformers
Frameworks    LangGraph · Streamlit · Flask · ChromaDB
Tools         Git · GitHub · NumPy · Pandas · Matplotlib · Seaborn
CS Core       DSA · OOP · Operating Systems · Software Engineering

📊 GitHub Stats


🏆 Competitive Programming

  • 🟡 LeetCode — Active problem solver
  • 🔵 Codeforces — Competitive programmer

🎯 Extra-Curricular

Role Event
Organizer Synapse AI Hackathon — 24-hour departmental hackathon
Technical Mentor IEEE DTU Tech Week — Mentored 50+ students on DSA
Head, External Affairs Invictus & Vihaan — Chess Warfare, DeCyber events

📫 Connect


Profile views

Popular repositories Loading

  1. hyperswitch hyperswitch Public

    Forked from juspay/hyperswitch

    An open source payments switch written in Rust to make payments fast, reliable and affordable

    Rust 1

  2. forge forge Public

    Forked from tailcallhq/forgecode

    AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models

    Rust 1

  3. llm-app llm-app Public

    Forked from pathwaycom/llm-app

    Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…

    Jupyter Notebook 1

  4. aims_encoding aims_encoding Public

  5. gofr gofr Public

    Forked from gofr-dev/gofr

    An opinionated GoLang framework for accelerated microservice development. Built in support for databases and observability.

    Go

  6. book_recommender book_recommender Public