34 technical essays, architectural tutorials, and research readings—plus 57 self-hosted early open-source & Google Summer of Code archives (2015–2017).
Catching silent CPU fallbacks, hidden Hugging Face host syncs, and XLA recompiles in PyTorch on Cloud TPU v6e—cutting LoRA step time 2,537× (47.3s → 18.6ms) alongside upstream PRs to transformers & peft.
How Proof of Work uses Gemini's agentic video understanding to evaluate software engineering process, debugging discipline, and hypothesis iteration from continuous screen recordings.
Preventing quadratic token inflation and runaway self-correction loops in autonomous agents using Google Antigravity SDK lifecycle hooks and FastAPI SSE telemetry.
Supervised fine-tuning (SFT) of Google's Gemma 3 1B on a Cloud TPU v5 Lite using a single Python decorator—zero Docker or Kubernetes YAML required.
Building and field-testing a split-brain AI Racing Coach at Thunderhill Raceway Park combining sub-15ms on-device Gemini Nano cues, physics safety gates, and Cloud Run telemetry reasoning.
Running modular, version-controlled Python ML workloads on cloud GPUs and TPUs directly inside VS Code using the Google Colab extension and Gemini Code Assist.
Architectural deep dive into Critic's Cut: building a context-aware, multilingual multi-agent system with Google's Agent Development Kit (ADK), tool integration, and PII safety callbacks.
Combining Gemini 2.0 structured reasoning, Imagen 3 visual generation, and real-time OpenWeather API data for weather-aware travel planning.
Quantitative side-by-side LLM evaluation on Google Vertex AI using PAIR's open-source LLM Comparator across accuracy, clarity, safety, and communication rubrics.
Designing a Retrieval-Augmented Generation (RAG) pipeline with Google's open-weights Gemma model for grounded interactive narratives and educational Q&A.
Step-by-step supervised fine-tuning of Gemini Pro for structured domain adaptation and editorial headline generation.
Examining Complex Adaptive Systems (CAS) through emergent multi-agent interactions, feedback loops, and computational modeling.
Bridging production ad-ranking personalization with multimodal generative synthesis using Gemini Pro Vision.
Technical breakdown of generative synthetic media, deepfake synthesis architectures, detection limits, and organizational provenance defenses.
Reflections with SaugaTalks on five defining shifts shaping enterprise AI adoption: generative models, data governance, explainability, spatial computing, and low-code ML.
Practitioner notes on foundational machine learning papers shaping modern representation learning and production recommendation systems.
Automatically detecting and fixing mislabeled training examples in real-world datasets using confident learning and Cleanlab.
Designing fair, high-signal human annotation rubrics, inter-annotator agreement workflows, and quality feedback loops for ML datasets.
Mathematical intuition and engineering trade-offs behind epsilon-differential privacy, calibrated noise injection, and privacy budgets in ML.
Part 1 of a technical series examining membership, property, and model-inversion attacks alongside modern privacy-preserving ML defenses.
How data lakes, schema governance, and feature lineage underpin reliable downstream machine learning pipelines.
Quantifying completeness, consistency, timeliness, and validity across training and serving data pipelines.
Why systematic dataset engineering outperforms endless hyperparameter tuning when taking ML models from benchmark notebooks to production.
Understanding compounding upstream data issues—data cascades—in high-stakes machine learning deployments and how to prevent them early.
Practical preprocessing, outlier handling, and signal normalization techniques from Sculpting Data for ML.
Introducing Sculpting Data for ML: The First Act of Machine Learning—why we wrote a hands-on guide to dataset curation and data-centric engineering.
Part 3 of the CTR estimation research series: dissecting Alibaba's AAAI 2019 Deep Interest Evolution Network (DIEN) for modeling temporal user interest shifts.
Part 2 of the CTR estimation research series: examining Yahoo! Research's Deeply Supervised Semantic Model for sponsored search click prediction.
Part 1 of the CTR estimation research series: analyzing Microsoft Bing's production model-ensemble architectures for large-scale search ad click prediction.
In-depth guide to imperative, procedural, object-oriented, and functional programming paradigms in Python—featured among Opensource.com's Top Articles.
How engineers, technical writers, designers, and researchers create high-leverage impact in open-source ecosystems beyond writing code.
Notes and takeaways from delivering the keynote at Open Source 101 on sustaining open-source communities and lowering contributor barriers.
I had just settled in after my ~10 day long trip to Orlando, Florida when I found myself packing again to spend a weekend in the Bay Area for the…
Engineering chronicle on modernizing the CORMAS multi-agent ecological simulation platform in Pharo Smalltalk across Paris and ESUG Maribor.
Visiting Goa in monsoon with a plastered right hand might not be the best of the travel ideas, yet it was certainly delighting to have had the honour…
Hot summer days coupled with a plastered right hand (jammed my fingers in a heavy door at the hinge side 😔) had fabricated a torpid being from my usual…
Hello all ! Oodles of carelessness and broken display glass led me to move down the ladder and use the spare Moto G (Gen 3) at home till the former got…
Receiving the 2017 Red Hat Women in Open Source Academic Award at Red Hat Summit in Boston and reflections on open-source mentorship.
Heya fellas 😃 It feels delighted to be nominated as one of the five finalists throughout the world for Red Hat Women in Open Source Academic Awards…
Year 2017 started on a delightful note with a special trip to Europe, and the lovely journey of explorations gained an extra ounce of sparkle when I…
Hey ! So while packing to come back home for the Holiday Season , I forgot my Apple Thunderbolt to Gigabit Ethernet Adapter worth ~US$40 at my…
Heyy ! So, for quite a while I had been thinking of organizing a fun live coding session which shall be an appreciable kick start for all the aspiring…
Oh, how true ! Hate it or love it, one simply can’t ignore it. Social media and/or networking 😋 Owing to my tiny explorations and special fondness for…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
As Google Summer of Code 2016 has officially begun, I am all excited to be working with FOSSASIA yet again. This time, I have been assigned the project…
Excitement was super high, yet again. Reading the words “Congratulations Jigyasa ! Your proposal is now a GSoC 2016 project! “ on the brand new & shiny…
Simply put, in industrial design field of human–machine interaction, the user interface (UI) is the space where interactions between humans and…
The Society of Women Engineers India hosted the inaugural WE India Conference , Reach Out to Reach Up , on 7- 8 April, 2016 at The Westin Pune Koregaon…
According to a survey, only 11% of open source participants are women. People find it intimidating to get started with contributing to open source…
So after quickly wrapping up with my mid-terms in university, I packed my bags and was off to Singapore to attend the much awaited FOSSASIA OpenTech…
Women Who Code Delhi organized Social Hack Eve , a networking session to bridge the gap between women and technology, on the 3rd of March, 2016 . With…
Thank You HelloMeets for the feature ! You can read the original post on medium.com/@hellomeets/more-power-to-hackers-jigyasa-grover 🙂 My story — How I…
Learn IT, Girl! Tomorrow “Learn IT, Girl” will finally start its second edition. After months of hard volunteering work, we are both moved and excited…
Since the day I have stepped into this ineffable world of computing, I have realized the dearth of female technologists. I have thus associated myself…
Hello ! This comes way too late, credits ‘ procrastination ‘. I had posted this on the thread “Lean In Moments 2015” on the “Grace Hopper Celebration…
Android is the buzz word these days, spanning across almost every device. For mobile tech enthusiasts, DroidCon is the place to be ! Representing Women…
Heyy ! Winter Vacations 2015 had a fun beginning with trip to Bangalore and participating in Microsoft Pragyan Hackathon powered by Datawind , Exotel…
The new season of Google Code-In has been announced ( Google Open Source blog ), and what better to be a prime segment of this cool initiative. It…
Google Developers Group DevFests are large, community-run events that can offer speaker sessions across multiple product areas, all-day hack-a-thons…
Summer 2015 flew by too quickly. My heartiest gratitude to Google Summer of Code 2015 and FOSSASIA for making the past couple of months the most…
The intended “ searchQuick” (sQuick) is an application to enable a user to search a set of books or texts, like an encyclopedia, or some other topical…
Hola ! After wrapping up (almost 😛 ) with my Google Summer of Code 2015 FOSSASIA project, I participated in hackIIITD at Esya 2015. We, I along with…
The intended “ searchQuick” (sQuick) is an application to enable a user to search a set of books or texts, like an encyclopedia, or some other topical…
mananwason Okay so I along with Arnav and Jigyasa(Also a GSoC student at FOSSASIA), organised an event to promote contribution to open source projects…
The intended “ searchQuick” (sQuick) is an application to enable a user to search a set of books or texts, like an encyclopedia, or some other topical…
Hello Fellas ! This post aims to put forward the basics of Build Automation and also brief the steps required to put up a Pharo application on…
The intended “ searchQuick” (sQuick) is an application to enable a user to search a set of books or texts, like an encyclopedia, or some other topical…
Howdy Fellas 🙂 jigyasagrover.wordpress.com had been giving me headache for a past couple of weeks. The ‘New Post’ page kept on loading for eternity and…
Hello All ! A series of talks by a handful of Google Summer of Code 2015 participating students covering software development, especially viewed from…
The intended “searchQuick” (sQuick) is an application to enable a user to search a set of books or texts, like an encyclopedia, or some other topical…
Hiya Fellas 😀 So, while I was browsing through various developments in Pharo, I came across a very eye-catching paper on Bootstrapping Reflective…
The intended “searchQuick” (sQuick) is an application to enable a user to search a set of books or texts, like an encyclopedia, or some other topical…
The intended “searchQuick” (sQuick) is an application to enable a user to search a set of books or texts, like an encyclopedia, or some other topical…
The intended “searchQuick” (sQuick) is an application to enable a user to search a set of books or texts, like an encyclopedia, or some other topical…
Every year, Google hosts developers around world to showcase innovations in areas like Android mobile development, Modern front-end tools…
Hey ! I really appreciate the concept of Community Bonding of this esteemed program. With students and mentors being from different parts of the world…
I could actually feel the blood rushing and the increased heart rate when I read my name alongside my submitted proposal in the list of the accepted…
This tutorial has been included as a chapter in Pharo In Progress . This post aims to provide a basic overview of what PharoLauncher is and give a…
This tutorial has been included as a chapter in Fun With Pharo! Tic-tac-toe (or Noughts and crosses , Xs and Os ) is a paper-and-pencil game for two…
Hi ! It’s been a few weeks since I started with Smalltalk, Pharo and Spec. Under the guidance of Mr. Martin Bähr , Mr. Sean DeNigris and people from…
Hi ! I started with Git/GitHub ( github.com ) a couple of months back without the slightest idea of its vast functionality and capability. I did…
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