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Nishat-Ahmad/README.md

Nishat Ahmad

Backend Architectures & AI Systems

I am a software engineer and AI developer focused on building backend architectures, computer vision pipelines, and optimized systems. I enjoy diving into the mechanics of software—whether that means setting up automated MLOps pipelines or implementing data structures from scratch to see how they perform under the hood.


Profile

My work typically involves bridging the gap between machine learning and practical software design. I spend a lot of time working with Python and C++, building containerized FastAPI architectures, orchestrating data workflows, and deploying models to production environments. I focus on writing clean, efficient code and understanding the underlying algorithmic and performance trade-offs of the systems I build.


Technical Focus

Languages Python, C++, C, SQL, JavaScript, HTML, CSS, CUDA

AI, MLOps & Vision OpenCV, PyTorch, LangChain, FastAPI, Prefect

Tools & DevOps Docker, Git, GitHub Actions, Hugging Face Spaces, pgAdmin4

Fundamentals Design and Analysis of Algorithms (DAA), Data structures and Algorithms (DSA) DBMS, OOP

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  1. Automated-Vehicle-Inspection Automated-Vehicle-Inspection Public

    An automated vehicle inspection and dispatch demo. Integrates FastAPI, Docker, and LangChain to orchestrate vehicle classification, heatmap-based damage detection, and OpenRouteService ETA routing …

    Python 1

  2. GPU-Accelerated-Sentiment-Analysis GPU-Accelerated-Sentiment-Analysis Public

    GPU-Accelerated High-Throughput Sentiment Analysis Engine

    Cuda 1

  3. Thalassa Thalassa Public

    End-to-end MLOps platform for financial data analysis and forecasting. It integrates FastAPI for model serving, Prefect for workflow orchestration, and a suite of ML models to perform regression, c…

    Python

  4. sign-language sign-language Public

    Deep learning-based sign language recognition system built for gesture classification and translation. Features a comprehensive model training pipeline developed via Jupyter Notebooks and an integr…

    Jupyter Notebook

  5. BOMBBRUSHER BOMBBRUSHER Public

    Copy of minesweeper game written in C++ using SFML graphics library. [CS112] [OOP]

    C++ 2

  6. Mess-Management-System Mess-Management-System Public

    It allows you to manage a messing system that has 2 types of users and has features including managing attendance, notifications, complaints, billing, adding / deleting users. [CS232] [DBMS]

    HTML 1