Syed S.

Syed S.

New York City Metropolitan Area
741 followers 500+ connections

About

Software and AI Engineer with a foundation in Electrical Engineering and over five years…

Articles by Syed

Activity

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Experience

  • Stealth AI Startup Graphic

    Stealth AI Startup

    United States

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    United States

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    New York, New York, United States

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    New York, New York, United States

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    NYU Tandon School of Engineering

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Education

  • New York University Graphic

    New York University

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    Activities and Societies: IEEE, Opportunity Program

    BS Electrical Engineering / Minor Mathematics

    ► C Programming
    ► C++ Programming
    ► MatLAB
    ► Digital Signal Processing I - Graduate
    ► Fundamentals of Circuits I & II
    ► Fundamentals of Electronics I & II
    ► Wireless Communications I & II
    ► Feedback Control and Systems
    ► Energy Conversions
    ► Electromagnetic Waves
    ► Signals and Systems
    ► Digital Logic
    ► VLSI
    ► Real Analysis I & II - Graduate
    ► Complex Analysis
    ► Project in Mathematics

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Licenses & Certifications

Projects

  • LLM Fine-Tuning for Sentiment Similarity Detection

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    ● Fine-tuned a large language model (LLM) using RAG for sentiment similarity detection, utilizing Microsoft Corpus language data to improve model relevance and accuracy.
    ● Integrated the LoRA (Low-Rank Adaptation) technique to prevent model overfitting and significantly reduce training time, maintaining high performance while optimizing computational resources.
    ● Developed a model that adeptly identifies and matches similar sentiments across diverse datasets, enhancing the tool's…

    ● Fine-tuned a large language model (LLM) using RAG for sentiment similarity detection, utilizing Microsoft Corpus language data to improve model relevance and accuracy.
    ● Integrated the LoRA (Low-Rank Adaptation) technique to prevent model overfitting and significantly reduce training time, maintaining high performance while optimizing computational resources.
    ● Developed a model that adeptly identifies and matches similar sentiments across diverse datasets, enhancing the tool's applicability in real-world sentiment analysis tasks.

  • Agentic Workflow to connect MySQL and GPT-4o

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    ● Developed an agentic workflow utilizing LangChain to seamlessly integrate OpenAI's GPT-4o with a MySQL database, enabling natural language querying of the database.
    ● Implemented natural language processing techniques to translate user queries into SQL commands, facilitating direct and intuitive database interaction.
    ● Designed and built a dynamic user interface using Streamlit, enhancing user engagement by allowing real-time, interactive queries and graphical display of data.
    ●…

    ● Developed an agentic workflow utilizing LangChain to seamlessly integrate OpenAI's GPT-4o with a MySQL database, enabling natural language querying of the database.
    ● Implemented natural language processing techniques to translate user queries into SQL commands, facilitating direct and intuitive database interaction.
    ● Designed and built a dynamic user interface using Streamlit, enhancing user engagement by allowing real-time, interactive queries and graphical display of data.
    ● Leveraged the advanced capabilities of GPT-4o to generate accurate, context-aware responses to user queries, significantly improving the usability and accessibility of database systems.

  • ML Model Workflow in ComfyUI for LinkedIn Headshots

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    ● Developed a no-code solution using ComfyUI to architect a LinkedIn profile headshot generator leveraging stable diffusion models and control nets. Trained models using remote GPU instance via RunPod.
    ● Utilized Gradio to create a user-friendly interface, allowing users to upload photos for face and posture adjustment, and generate professional LinkedIn profile pictures.

  • Apple Core Machine Learning Image Classification for React Native

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    Bridged native modules to integrate Machine Learning models on iOS via Apple CoreML, an open-sourced library by Apple. This removes the need to make network calls for use of Machine Learning models by running them locally. Bridging this library expands the application of ML to TypeScript development on edge devices.

  • Current -Voltage Optimization

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  • Electronics - Single and Multistage BJT Power Amplifier

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    Designed, simulated, physically constructed, and tested frequency filters, waveform rectifiers, and BJT power amplifiers satisfying a potential customer specification

  • VLSI - 4 Bit Adder

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    The goal of this project is to implement a 4-bit Adder module. This 4-bit unsigned adder is to take in two 4-bit inputs A and B, and generate a 5-bit sum S. Both A and B along with S are the sequences of bits such that:

    A = {A3, A2, A1, A0} , B = {B3, B2, B1, B0} , and S = {S4, S3, S2, S1, S0}
    for A, B, and S unsigned

    Other creators
    See project
  • Watchdog Wireless - Wireless Wearable Device

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    ▪Prototyped wearable device that notifies users if their belongings are in range or out of range. User would wear device on wrist and attach tags to 3-4 items such as phone, keys, and wallet.

    ▪Used lean startup business model to conduct interviews, research consumer needs, and create video for minimal viable product:
    https://www.youtube.com/watch?v=E6TSJ8SvJ3U

    ▪Designed a user side and item side using Bluetooth modules with a working live…

    ▪Prototyped wearable device that notifies users if their belongings are in range or out of range. User would wear device on wrist and attach tags to 3-4 items such as phone, keys, and wallet.

    ▪Used lean startup business model to conduct interviews, research consumer needs, and create video for minimal viable product:
    https://www.youtube.com/watch?v=E6TSJ8SvJ3U

    ▪Designed a user side and item side using Bluetooth modules with a working live demonstration:
    https://www.youtube.com/watch?v=6X1DkYpTHh0

    ▪Read report here:
    https://drive.google.com/a/nyu.edu/file/d/0B3rM6Zj91b-ATjk4S0F2YXJmYlE/view

    Other creators
    See project

Languages

  • English

    Native or bilingual proficiency

  • Urdu

    Native or bilingual proficiency

  • Hindi

    Limited working proficiency

  • Dari

    Native or bilingual proficiency

  • Pashto

    Limited working proficiency

Organizations

  • IEEE

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