sudharsan
@brezzergitBuilding AI tools for vision, language & automation. Exploring offline LLMs, Re-ID, and intelligent pipelines.
Language Breakdown
Lines of code distribution across 13 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Python
Collaboration Network
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Repos
13
PRs
0
Growth
+18%
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Coding Streak
Contribution activity over the past year
Top Repositories
LinkedIn LLM Post Generator – Generate high-quality, professional LinkedIn posts completely offline using a fine-tuned open-source model (TinyLLaMA-1.1B-Chat). Built with PEFT + LoRA on Apple M3, this project requires no cloud APIs and supports themes like internships, promotions, certifications, and project completions.
Vision Pivot – A real-time, face-based attendance system powered by Python (FaceNet, OpenCV) and a React + Firebase admin dashboard. Secure, scalable, and instantly synced for modern organizations.
Detection Summary Engine – A real-time object detection and summarization system that processes video feeds, detects key entities (e.g., players, balls, objects), and generates structured event summaries. Designed for sports analytics, surveillance, and automated monitoring using deep learning and OpenCV.
Query-Based Image Retrieval System (Person Re-ID) – A computer vision pipeline for clustering and retrieving images of the same person across varied scenes using face and clothing features. Combines InsightFace, ResNet-50, FAISS, and DBSCAN to achieve accurate, unsupervised person re-identification from visual queries. Ideal for surveillance
Reddit User Persona – Generate personality profiles and behavioral summaries from Reddit usernames using local LLMs like Ollama. Analyze posts & comments to uncover user traits, interests, and tone — all with full privacy, no external API calls.
A lightweight AI-powered astrologer recommendation system built using semantic similarity and local LLMs. The project includes a semantic matching engine for astrologer suggestions based on user queries and an AI astrologer agent that generates personalized astrological insights using the Phi-3 model via Ollama. Implemented in Python
A Flask web app to fetch Indian court case details using Case Type, Number, and Year with simulated output due to CAPTCHA restrictions.
A machine learning-based credit scoring engine for DeFi wallets on the Aave V2 protocol, using on-chain transaction history to generate scores between 0–1000.
Airline Demand Trends Analyzer A data-driven web application that visualizes market demand trends in the airline industry using real-world flight booking data. The system analyzes a large dataset of global flights to identify top origin countries and high-demand routes, offering valuable insights for travel companies, marketers.
Open Source Impact
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