About
Software and AI Engineer with a foundation in Electrical Engineering and over five years…
Articles by Syed
Activity
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This brings me no joy Before I get started I just wanted to say how much I seriously love posting on linked in. That is why in my almost month long…
This brings me no joy Before I get started I just wanted to say how much I seriously love posting on linked in. That is why in my almost month long…
Liked by Syed S.
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What an incredible and inspiring week at the Vibe Coding Week - Buffalo! It was more than a hackathon; it was a 5-day creative build sprint that…
What an incredible and inspiring week at the Vibe Coding Week - Buffalo! It was more than a hackathon; it was a 5-day creative build sprint that…
Liked by Syed S.
Experience
Education
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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
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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.
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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
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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 unsignedOther creatorsSee 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/viewOther creatorsSee project
Languages
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English
Native or bilingual proficiency
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Urdu
Native or bilingual proficiency
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Hindi
Limited working proficiency
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Dari
Native or bilingual proficiency
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Pashto
Limited working proficiency
Organizations
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IEEE
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Recommendations received
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If you think Silicon Valley has a monopoly on insane growth stories, Lovable is about to change your mind. This Swedish AI startup just secured…
If you think Silicon Valley has a monopoly on insane growth stories, Lovable is about to change your mind. This Swedish AI startup just secured…
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3 Hardest things in Computer Science 1. Cache invalidation 2. Naming things 3. Off-by-one errors 4. Threading-multi 4. Exactly-once message delivery…
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I’m sure they can read my thoughts too … 😅
I’m sure they can read my thoughts too … 😅
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Looking for a top 0.1% Staff Backend Engineer to build Linkup with us: Google for AI Agents. If you like to work hard, on extremely complex…
Looking for a top 0.1% Staff Backend Engineer to build Linkup with us: Google for AI Agents. If you like to work hard, on extremely complex…
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$5.4B in 72 hours. One startup split in two. Three giants battling for control. Only in AI. Only in Silicon Valley. 𝟬𝟳/𝟭𝟭, 𝗙𝗿𝗶𝗱𝗮𝘆 OpenAI…
$5.4B in 72 hours. One startup split in two. Three giants battling for control. Only in AI. Only in Silicon Valley. 𝟬𝟳/𝟭𝟭, 𝗙𝗿𝗶𝗱𝗮𝘆 OpenAI…
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Killer meetup last week with AI Tinkerers and Google Cloud. We returned to betaworks, where we had our computer vision hackathon the following…
Killer meetup last week with AI Tinkerers and Google Cloud. We returned to betaworks, where we had our computer vision hackathon the following…
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Learning from the mistakes of others is the best way to not mess up. When using a frameworks, the details really matter. Watching Chris discover…
Learning from the mistakes of others is the best way to not mess up. When using a frameworks, the details really matter. Watching Chris discover…
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psyched to be hosting this with AI Tinkerers, Google Cloud, betaworks, and Comet!
psyched to be hosting this with AI Tinkerers, Google Cloud, betaworks, and Comet!
Liked by Syed S.
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