Hi, I'm Sanali Lokuge

Landlytics

LandLytics helps you avoid costly mistakes, reduce approval delays, and optimize your plans for first-time success. With real-time data and intuitive tools, making informed land decisions has never been easier.

(Python, React.js, Pandas, Matplotlib, OpenCV(Computer Vision), GIS services, GeoServer and QGIS)

Breast Cancer Survival Month Prediction

Used Ensemble model and decision trees to predict patient mortality status and survival months using Python & clinical data.

(Python, Pandas, NumPy, Matplotlib, Ensemble Models, Decision trees, Naive Bayes, KNN and Logistic Regression)

LandLytics - Site Plan Annotation Model

A CNN is trained to identify the buildings, roads and the land in a site plan and label them.Future enhancements include when the user submit the site plan, the model will identify the regions in the site plan and provide the the regulations that are related only to them.

(Pandas, NumPy, Augmentation, OpenCV, LabelMe, CNN, Faster-R-CNN)

Memory-Augmented LLM Agent with Chained Reasoning using Agno & Mem0

an AI agent system using Agno and Mem0 to showcase long-term memory integration and agent chaining with Hugging Face Transformers. Designed modular agents to store, retrieve, and reason with contextual data. The system simulates intelligent interaction through command-line prompts and demonstrates foundational agent workflows for research or prototyping.

(Python, Mem0, LLM-GPT-2, Transformers,Agno)

OCR on PDFs with Mistral Mode

AI-driven document understanding,processes PDFs (including embedded images, internally),converts scanned or unstructured text into machine-readable format and structures OCR output into JSON via LLM reasoning (Mistral chat model).

( Mistral LLM, Python)

Automated Instagram Manager that auto-posts content

Automated Instagram Manager creation using Make.com. + Airtable +Instagram. Pending content is pulled from Airtable with title, media, and caption based on scheduled date and status.After posting, the status updates to 'Posted' automatically

(Make.com, Instagram Business, Airtable)

Keyword-Aware Web Scraping CLI Tool using Firecrawl & BeautifulSoup

A Python CLI tool for robust web scraping, capable of extracting text, images, links, and headlines from both static and JS-rendered websites. Integrated Firecrawl API for dynamic scraping and implemented fallback to static scraping using BeautifulSoup. Included custom keyword search across internal links with contextual path tracing and snippet previews.

(Firecrawl-API, Python, BeautifulSoup)

Real-time Ticketing System

A real-time ticketing system with advanced producer consumer pattern using multithreading and concurrency concepts in Java.

(Java, Object-orineted programming (OOP),Spring boot, React.js, RESTful APIs, Postman)

Airline Seats Management System

A Java application which provides an efficient and accurate user experience when allocating seats and displaying ticket information, using data structures and Object-oriented programming(OOP) concepts. The customer’s data is stored in a file when the seat is reserved or deletes if cancelled.

(Java, Object-orineted programming (OOP))

LandLytics - Risk Analysis Map

OpenStreetMap with ESRI topogaphical map, google satellite map, open-buildings data developed using Geographic Information System (GIS) services in QGIS sofwtare.

(GIS Services, QGIS, Leaflet.js, JavaScript)

Automated-File-Organizer

Python application to sort the different files in a folder into new folders based on the file type or size (based on user’s preference), to undo the sorting, to move duplicate files into a folder and to rename the files in a regular manner.

(Python, hashlib(Hashing algorithms, os, shutil))

Adios Travellers Travel Agency Post

Crafted impactful poster designs using Canva for a traavel agency.

Ice-cream Poster Design (Sample)

Designed a poster using Canva for an Ice-cream stall.

Actio - Flyer Design for the Newly Released Song

Designed a flyer to advertise the newly released song "Actio".