- Toronto, Ontario, Canada
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13:20
(UTC -05:00) - https://sayamalt.github.io/My-Portfolio-Website/
- @SayamKu99536499
- in/sayam-kumar
Highlights
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Successfully developed a real-time AI backend using FastAPI and WebSockets with low-latency LLM streaming. Implements conditional tool calling, multi-turn state management, and Supabase-based persiβ¦
Python UpdatedDec 17, 2025 -
LangGraph-for-Agentic-AI Public
This repository contains LangGraph tutorial code for building complex LLM-powered applications. It showcases practical examples of using LangGraph to manage multi-step workflows and stateful logic β¦
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Successfully developed a Travel Planner Assistant powered by LangGraph and MCP, integrating real-time flights, hotels, weather, places, and timezone tools. Features modular MCP servers, OpenAI agenβ¦
Python MIT License UpdatedNov 27, 2025 -
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Successfully developed a real-time AI-powered Insurance Advisor CoPilot that converts customer queries into actionable insights, guiding users effortlessly through insurance coverage. It delivers iβ¦
Python Apache License 2.0 UpdatedOct 31, 2025 -
Successfully established a robust Pistol Object Detection system using Faster R-CNN with ResNet50 RPN, capable of accurately identifying and localizing firearms in images. Integrated the model intoβ¦
computer-vision telegram-bot pytorch fast-rcnn convolutional-neural-networks object-detection faster-rcnn-resnetJupyter Notebook MIT License UpdatedOct 19, 2025 -
Successfully developed a CNN-based image classification model to accurately identify and categorize various animal species.
computer-vision deep-learning tensorflow keras image-classification convolutional-neural-networks keras-tensorflowJupyter Notebook UpdatedOct 18, 2025 -
Successfully developed a CNN-based model to predict age groups such as young, middle and old from facial images, enabling accurate age classification for applications in security, personalization, β¦
computer-vision deep-learning tensorflow keras image-classification convolutional-neural-networks opencv-pythonJupyter Notebook UpdatedOct 18, 2025 -
Successfully developed a Multi-Source Knowledge Intelligence Agent - an advanced agentic AI application that integrates multi-format document and web data processing with LLM-powered analytics and β¦
sentiment-analysis chatbot-application document-summarization intent-recognition knowledge-graphs streamlit-webapp langchainPython Apache License 2.0 UpdatedOct 13, 2025 -
An end-to-end AI Financial Research & Advisory Agent built using LangGraph, LLMs, and machine learning for automated market analysis, compliance validation, and investment advisory. Integrates realβ¦
machine-learning classification streamlit streamlit-dashboard streamlit-webapp langchain-python langchain-chainsPython MIT License UpdatedOct 6, 2025 -
This repository contains an implementation of the Q-learning algorithm using Gymnasium environments. It demonstrates training, evaluation, and visualization of an agentβs policy in a simple reinforβ¦
Jupyter Notebook UpdatedOct 3, 2025 -
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This repository covers extensive tutorials on how to integrate LangSmith with LangChain with LangGraph to incorporate observability, monitoring, alerting, evaluation, etc. within complex LLM workflβ¦
Python UpdatedAug 21, 2025 -
This project encompasses end-to-end ETL and ML pipeline development. Data ingestion from TMDB API covered top-rated, current, upcoming, and popular movies with genres. Performed EDA to derive severβ¦
spark exploratory-data-analysis data-transformation data-visualization feature-engineering regression-models data-ingestionPython Apache License 2.0 UpdatedAug 14, 2025 -
Successfully performed a comprehensive analysis of trader behavior in relation to Bitcoin market sentiment (Fear vs. Greed) using real-world trading and sentiment datasets. Key data-driven insightsβ¦
python recommendations exploratory-data-analysis data-visualization data-analysis insights-and-reportingJupyter Notebook UpdatedAug 3, 2025 -
Successfully built a crop yield prediction system using advanced machine learning in R, which leverages agro-environmental, soil, and weather data to forecast agricultural yield (in tons per hectarβ¦
R Apache License 2.0 UpdatedAug 3, 2025 -
Successfully developed a robust customer churn prediction system using advanced machine learning models in R, leveraging techniques like logistic regression, decision trees, random forests, boostinβ¦
machine-learning supervised-learning classification r-language binary-classification r-programming supervised-machine-learningR MIT License UpdatedJul 27, 2025 -
Successfully developed a real-time soccer player re-identification and tracking system using YOLOv11 and Deep SORT with TorchreID-based embeddings.
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My-Portfolio-Website Public
This is my portfolio website.
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Successfully developed an object detection model using YOLOv8 to detect the images of fruits.
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Successfully developed an instance segmentation model using Mask R-CNN to detect and segment brain tumors from MRI scans with pixel-level precision.
pytorch instance-segmentation mask-rcnn image-segmentation-pytorch torchvision-model torchvision-transformsJupyter Notebook UpdatedJul 4, 2025 -
Developed an instance segmentation model using Mask R-CNN to accurately identify and segment germinated seeds in high-resolution seed images.
Jupyter Notebook UpdatedJul 4, 2025 -
Successfully developed a Mask R-CNN-based instance segmentation model to detect and segment various types of road lane markings from complex street images.
Jupyter Notebook UpdatedJul 4, 2025 -
Successfully developed an object detection model using YOLOv8 to identify safety equipment and personnel on construction sites, enhancing on-site safety compliance and monitoring.
Jupyter Notebook UpdatedJul 4, 2025 -
Successfully developed an object detection model using Faster R-CNN to detect safety helmets and ensure compliance at construction sites by accurately localizing helmets and personnel in real-time β¦
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Successfully developed an object detection model using Faster R-CNN to detect and localize wind turbines in aerial imagery, aiding in automated monitoring and infrastructure assessment.
computer-vision torch pytorch faster-rcnn convolutional-neural-networks object-detection region-of-interestJupyter Notebook UpdatedJul 4, 2025 -
Successfully developed an object detection model using Faster R-CNN to detect and classify traffic signs in road images, enhancing autonomous driving and intelligent transportation systems.
computer-vision deep-learning torch pytorch faster-rcnn convolutional-neural-networks object-detectionJupyter Notebook UpdatedJul 4, 2025