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Sunil kumar @sunilsrikumar

Engineering Lead@Ford | 20 Yrs Full Stack & AI/ML | Building Agentic Data Ecosystems for Global Enterprise.

Joined September 2010
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Sunil kumar@sunilsrikumar
Mar 30
AIDV (AI-Defined Vehicle)- I just published my architectural blueprint for moving the "Reasoning Loop" to the Edge. It’s how we solve the data latency problem of scaling and concurrency. linkedin.com/pulse/beyond-so… #AgenticAI #AIDV #Ford #DataArchitecture #EngineeringLeadership

Beyond the Software-Defined Vehicle(SDV): Architecting for the Era of Agentic, AI-Defined Mobility

The automotive industry is at a crossroads. We have successfully navigated the transition to Software-Defined Vehicles (SDVs).

linkedin.com
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The AI-Defined Vehicle needs a brain, but it also needs an Immune System. Automotive velocity without integrity is meaningless. My latest deep-dive explores The Critic Agent: a deterministic gatekeeper for agentic data pipelines. linkedin.com/pulse/critic-ag… #AgenticAI #AIDV #DataMesh

The Critic Agent: Building the Trust Layer Between Agentic Data Engineering and Automotive Safety

In my first article on the AI-Defined Vehicle (AIDV), I argued that mobility’s next leap is architectural: intelligence has to live in the substrate—compute, data, and agents—not only on the dashbo...

linkedin.com
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The Software-Defined Vehicle (SDV) is yesterday's news. The AI-Defined Vehicle (AIDV) is the destination. But there’s a massive bottleneck: The "Manual Tax" in data engineering linkedin.com/pulse/specs-to-…

Specs-to-Data Pipeline Accelerator AI Agent: Building the Data Nervous System for the AI-Defined...

My last article on the AI-Defined Vehicle (AIDV) generated a response I didn't expect. The concept resonated- the idea that AI should be the foundational architecture of the vehicle, not a dashboard...

linkedin.com
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Just finished the LangChain- Agentic AI Engineering certification. Moving beyond basic prompts to build autonomous agents at @Ford that: - Use LangGraph for cyclic, self-correcting loops. - Humans in the loop for reliability. Future of AI is agentic! #AgenticAI #LangChain #llm
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On weekend, I was exploring the synergy between spiritual intelligence and financial literacy to create timeless lessons of the Gita into a disciplined strategy for the equity markets. 😂
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Proud father moment! ❤️ Watching Srishti compete at the sports event yesterday was about so much more than the medals. It was about seeing her consistency, leadership, and sportsmanship in action: -🥇 1st in 50m race -🥈 2nd in Relay -🥉 3rd in Obstacle Race Way to go, champ! 🌟
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nobelprize.org/prizes/physic…
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Some custom made cards are priceless specially when it gifted by your lovely princes 😊 Happy father's day to all!
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आदरणीय @prabhatkhabar , आपके अखबार को फोर्जरी करके सुपौल में कुछ लोगों का समूह फोरलने एक्सप्रेस हाईवे के बारे मैं गलत जानकारी देकर अनुचित ढंग से मुझसे Rs २३,००,०००/- रुपैया ठग लिया। इससे आपके अखबार के साख को घाटा हो रहा है। आपसे अनुरोध हैं की आप इन लोगों के खिलाफ उचित करवाई करें
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Respected @Supaulpolice , Request your kind attention. Cc @SpSupaul @dm_supaul
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आदरणीय सूर्यनारायण बाबू ने मामले की जानकारी ली और मैं उनका आभारी हूँ। मुझे पूर्ण विश्वास हैं की मुझे न्याय मिलेगा।
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After a long time I was watching @SrBachchan sir 80s & 90s movies clips and observed unparalleled intensity and depth which length beyond script & acting.
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I always feel pride in driving Mahindra car for more than 14Yrs.4 reasons-Great product, Made in Bharat, CSR and Mr. Anand Mahindra, a true leader and role model for millions. But not sure why repeatedly had a very bad experience with service centers in Bangalore. @anandmahindra
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My employer(Arundhati) is on the verge of firing me 😅since I was not quite active on social media as her brand manager. However, she was consistent in her endeavor of drawing beautiful painting. Macdonald girl depicts the true color I believe...
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At WalkingTree, we believe in value creation through excellence and we aim to be excellent, join us as an Angular developer for multiple openings like Software Developer, Sr. Software Developer and Lead developer. Link to apply- forms.gle/wM9B7hbq4LTw7uBG6 #hiring #angulardeveloper
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Happy Mother's day to all!🙏Not sure a word or sentence would be able to present her contribution in a journey of life. Wish you all healthy & happy life. Artwork courtesy- Arundhati(Thank you Arundhati for making this post presentable to the certain extent)
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Yes, it's pencil 3D spider sketch by Arundhati. For a moment, I thought it's real and live. I think time has come to showcase her skill for a cause. 🤔
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Fake reviews on Google My Business damaging the business of a company even for a Google partner. Following up with Google Team since a month and totally disappointed. Need help! @GoogleMyBiz @sundarpichai @AskWorkspace @CCBBangalore @googlepartners @gcloudpartners
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Pikachu- An adorable character took a shape through a journey of Arundhati's thoughts, pencil and paper. 🙂
One of my 2021's goal is to learn drawing from Arundhati. And I'm hopeful that I shall be a good student. ☺️ Image courtesy- Arundhati.
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