Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦

Assistant Professor @tcddublin @tcdengineering
Researcher, FPGA enthusiast.

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

Thread of recent publications #AcademicTwitter

[Shashwat Khandelwal @shashwat1198]

Happy to share research progress through recent publications during the past year in my Ph.D. where I am proposing intrusion detection system (IDS) enabled automotive electronic control units (ECU's) based on AMD/Xilinx Zynq-Ultrascale+ FPGA SoC's!🤓

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

@MichaelHamflett Happy Birthday, Dr. Fed. Hope you are enjoying the tour around the home of Da Fed 🙌🏻

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

@SkyHelpIreland Hi, I am having issues with eSIM transfer and reactivation, and am currently stuck with no mobile service. I have sent you details on a DM.

[Shashwat Khandelwal @shashwat1198]

The pre-print of our paper (@shreejiths) for #FPL2025 is live. We extend the FINN framework to support quantised LSTM deployment on FPGAs. We also present an example ConvLSTM accelerator for stock market prediction. Preprint here: https://t.co/yuEi6liPCh

[AMD Embedded @AMDembedded]

40 years ago, the FPGA was born, as AMD introduced the first commercial field-programmable gate array. This month, we celebrate more than 3 billion AMD programmable devices shipped and the many milestones that have brought FPGAs into our daily lives. https://t.co/kDgwmDCJh40 years ago, the FPGA was born, as AMD introduced the first commercial field-programmable gate array. This month, we celebrate more than 3 billion AMD programmable devices shipped and the many milestones that have brought FPGAs into our daily lives. https://t.co/kDgwmDCJh40 years ago, the FPGA was born, as AMD introduced the first commercial field-programmable gate array. This month, we celebrate more than 3 billion AMD programmable devices shipped and the many milestones that have brought FPGAs into our daily lives. https://t.co/kDgwmDCJh40 years ago, the FPGA was born, as AMD introduced the first commercial field-programmable gate array. This month, we celebrate more than 3 billion AMD programmable devices shipped and the many milestones that have brought FPGAs into our daily lives. https://t.co/kDgwmDCJh40 years ago, the FPGA was born, as AMD introduced the first commercial field-programmable gate array. This month, we celebrate more than 3 billion AMD programmable devices shipped and the many milestones that have brought FPGAs into our daily lives. https://t.co/kDgwmDCJhh

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

@tyutinkonstanti Looking forward to updates on this.

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

The integration allows data to be directly decoded off the bus and examined in the time taken for protocol checks, leading to line-rate IDS. We use CAN as the example here; however, it can be generalised to most interface controllers. #smartnetworks #research #IDS #MLIDS

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

A key problem with ML IDS solutions is their integration - completely transparent to the application => zero overheads. This paper presents an approach for embedding light-weight IDS into the CAN protocol controller and thus offloading IDS as a configurable network function.

[Shashwat Khandelwal @shashwat1198]

Happy to share our (@shreejiths ) paper titled, "SecCAN: An Extended CAN Controller with Embedded Intrusion Detection" has been accepted for publication in IEEE Embedded Systems Letters🤓. arXiv pre-print: https://t.co/pK4roxavmd

[Shashwat Khandelwal @shashwat1198]

Happy to share our (@shreejiths ) paper titled, "SecCAN: An Extended CAN Controller with Embedded Intrusion Detection" has been accepted for publication in IEEE Embedded Systems Letters🤓. arXiv pre-print: https://t.co/pK4roxavmd

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

@SimonMiller316 Da Punkerr!!

An unreal ability to turn any story on its head with a promo, and to weave that into the story of his match.

At times, I agree with @MichaelHamflett s take that his whole "Maineventing Mania" is a device to sell TV and PPVs from Jan to March each year.

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

Happy to announce that we have been funded by @SEAI_ie to investigate data-driven adaptive methods to mitigate stability issues introduced by microgen and EV charging. Will be hiring candidates for this project at TCD, details soon #research #funding #EEE #TinyML

[Trinity Engineering @tcdengineering]

♻️⚡ @tcddublin Engineering leads 4 cutting-edge energy projects funded by @SEAI_ie, tackling offshore wind, geothermal, AI energy management & wastewater recovery.

🔗 Read more: https://t.co/WuBM3U5u4k

#SustainableEnergy #TrinityEngineering #SEAI #Innovation

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

@amazonIN @AmazonHelp Could you guys atleast provide an email confirmation of the warranty tickets raised, and any reference number I can quote? Each time I call your customer service, I spent over 10 minutes going through the same explanations.

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

@bhav_paaji @amazonIN Their customer care is a joke. Have been chasing them for over a month for a warranty claim and they are raising new tickets everytime I call them. No feedback, no call back, no email confirmation of the ticket. Just the agent saying a new one raised.

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

resolution or issues with the previous case or anything) and haven't even called back with the issue in the previous ticket, until I reached back to them. This is my final attempt at getting some resolution before going through our consumer protection legislation. #Warranty

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

@AmazonHelp Hello, I have reached out via DM regarding an issue I am facing with a warranty claim for a product I bought from @amazonIN . The customer service is basically sending me in circles and have given me no email confirmation regarding any details (tickets raised,

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

monopolistic operator, the customer should bear such nonsense. You are also negatively impacting the goodwill @DHLPaket has among customers. Absolute disgrace this! #bluedart #endlessdelays #CustomerExperience

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

@BlueDart_ Having "network delay" status twice for a single delivery sounds like a organisational problem. A quick search seem to suggest that this is common from BlueDart, and there is no consideration for the package or the customer waiting for the package. This is on top of

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

systematic issues like randomly updating delivery status by setting undelivered status as consignee not available, when the agent didn't even turn up or even bothered to check via a phone call before setting this status. The team seems to think that because they are the

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

Some of the automotive work presented is part of @shashwat1198 s PhD. The high resolution video pipelines was a teaser for our research in the Horizon Europe project @emerald_eu. Thanks to @efuturesuk for a great event and @cathalmccabe for the invite. #Research #edgeAI #FPGA

[Shreejith Shanker 🇮🇳 🇮🇪 🇺🇦 @shreejiths]

Had a great time listening to like-minded researchers at the @efuturesuk Edge AI event hosted by @AMDembedded Citywest campus in Dublin. I also presented some of the work we have done in #RCSL @TCD_ElecEng @tcddublin across a range of application domains - from automotive to VFX.

[Trinity Engineering @tcdengineering]

🎓📡 Prof. Nicola Marchetti from @tcddublin and @connect_ie will deliver @IEEEorg Distinguished Lectures in the UK this June! Don't miss his insights at @imperialcollege (June 17), @Uni_of_Essex (June 19), and @Cambridge_Uni (June 20). Find out more: https://t.co/KTElS9KIrm