@sujitpal.bsky.social
San Francisco Bay Area
Joined January 2010
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I recently read "Domain Specific Small Language Models -- Efficient AI for Local Deployment" by Guglielmo Iozzia and published by Manning Publications Co. Here is my review -- sujitpal.blogspot.com/2026/0โฆ
Attended Time Series Analysis (from @openHPI) by Mario Tormo Romero + read Time Series Forecasting using Foundation Models by Marco Peixeiro (from @ManningPub95643), took me beyond ARIMA and into the world of Neural Networks and Foundation Models, review - sujitpal.blogspot.com/2025/1โฆ
I recently read Statistics Every Programmer Needs by Gary Sutton, and published by @ManningPub95643. Book not only covers statistical techniques, but also useful quantitative techniques not normally expected. Heres my review, hope you find it useful -- sujitpal.blogspot.com/2025/0โฆ
Sujit Pal ๐บ๐ธ ๐ฎ๐ณ ๐บ๐ฆ ๐ฎ๐ฑ retweeted
This is Melissa Hortman, on June 14, 2025 she & her husband John were murdered in a politically motived attack. She stood for environment rights, abortion rights & sensible gun control policies.
No lowered flags!
Can we take a moment to remember her good works.
Please RT.
I recently reviewed Hands-on Artificial Intelligence for IoT by Dr Amita Kapoor and published by @PacktPublishing -- sujitpal.blogspot.com/2025/0โฆ , hope you find it useful!
I recently reviewed Essential GraphRAG by Tomaz Bratanic and Oskar Hane and published by @ManningPub95643 . Here is the link to my review -- sujitpal.blogspot.com/2025/0โฆ , hope you find it useful.
I recently applied software engineering best practices to my ML pipelines and wrote about it here. Let me know what you think, interested to hear your thoughts about how this can be improved -- sujitpal.blogspot.com/2024/1โฆ
I attended @PyDataGlobal 2024 last week and wrote up a trip report about the talks I attended there -- sujitpal.blogspot.com/2024/1โฆ hope you find it useful.
Description of my implementation of #GraphRAG (subset of the one proposed by @MSFTResearch and @llama_index based on some components being available already) and the evaluation results of this system against baseline RAG using an LLM judge -- sujitpal.blogspot.com/2024/1โฆ
Sujit Pal ๐บ๐ธ ๐ฎ๐ณ ๐บ๐ฆ ๐ฎ๐ฑ retweeted
Holy shit. How can they do this?? Iโm in utter disbelief.
Vance just repeated Trumpโs LIE that HE got $35 insulin for seniors.
That was 100% Biden and Kamala. RT this to correct the record!!
Sujit Pal ๐บ๐ธ ๐ฎ๐ณ ๐บ๐ฆ ๐ฎ๐ฑ retweeted
๐ At Elsevier, we foster an inclusive culture where diverse backgrounds and experiences thrive.
Hear from our colleagues and leaders on what inclusion and diversity mean to us: spkl.io/6014f6kMa
#ElsevierDiversity #Inclusion #Innovation #WomenInTech #TechJobs
I did some experiments with Prompt Compression in a RAG (Retrieval Augmented Generation) pipeline using #LLMLingua framework and trained models and evaluated using Answer Relevancy as defined by @ragas_io. My methods and results -- sujitpal.blogspot.com/2024/0โฆ
A colleague and I attended a hackathon to build something cool with multimodal LLMs couple of weeks back, here is what we built -- sujitpal.blogspot.com/2024/0โฆโฆ , and our learnings from it, hope you find it useful.
My review of manning.com/books/pandas-worโฆ by Reuven M Lerner from @ManningBooks -- sujitpal.blogspot.com/2024/0โฆ hope my review helps if you are looking to improve your Pandas skills as I was.
Write-up of our project submission for the #GoogleAIHackathon, task was to build creative app using #Gemini. We built an LLM based evaluation framework for #RAG systems w/example-driven prompts optimized by #DSPy to generate scores from #RAGAS metrics -- sujitpal.blogspot.com/2024/0โฆ
Sujit Pal ๐บ๐ธ ๐ฎ๐ณ ๐บ๐ฆ ๐ฎ๐ฑ retweeted
The latest @AByteOfCoding Issue 403 was all about performance analysis and comparison:
1.@palsujit - Performance Analysis of Float vs Byte vs Binary Vectors on OpenSearch
2.@MarkCallaghanDB - The Insert Benchmark: MariaDB, MySQL, new small server, cached workload, some concurrency
3. @pike0000 - Performance comparison of string concatenation in Go language
Thank you to the incredible authors for sharing this content! Link below (and don't forget to sign up ;)
I wrote up some findings on vector search performance, using pre-trained vs fine-tuned embeddings, and using float vs byte vs binary vectors on OpenSearch (the first two using Cosine Distance and the last using Hamming Distance), hope you find it useful -- sujitpal.blogspot.com/2024/0โฆ
My trip report of talks I attended at Health Care and Life Sciences (HCLS) workshop at #KGC2024 where I also presented (both virtually) -- sujitpal.blogspot.com/2024/0โฆ
I will be presenting (virtually) about our scalable systems for Named Entity Recognition and Linking that enable our Clinical Knowledge Graph to power our Concept Search platform at the Healthcare and Life Sciences (HCLS) workshop at #KnowledgeGraphConference
My impressions after reading the @ManningBooks MEAP Machine Learning for Drug Discovery by Dr Noah Flynn -- sujitpal.blogspot.com/2024/0โฆ