Sherin Joseph Roy
@sherinjosephroy.bsky.social
Sherin Joseph Roy (Sherin Roy) • Co-Founder & Head of Products at DeepMost AI • Building contextual intelligence systems for enterprises • Writing about the reality of AI adoption, product development & founding a company • sherinjosephroy.link
Teaching AI to drive is going great... if you ignore the part where it decides the living room is a parking spot. 💥🚗
Testing DDPG agents in my custom AirSim dashboard. Telemetry is clean, but the policy is still chaotic. Back to the reward function! 🛠️
#AI #Robotics #BuildInPublic
Testing DDPG agents in my custom AirSim dashboard. Telemetry is clean, but the policy is still chaotic. Back to the reward function! 🛠️
#AI #Robotics #BuildInPublic
December 5, 2025 at 4:35 PM
Teaching AI to drive is going great... if you ignore the part where it decides the living room is a parking spot. 💥🚗
Testing DDPG agents in my custom AirSim dashboard. Telemetry is clean, but the policy is still chaotic. Back to the reward function! 🛠️
#AI #Robotics #BuildInPublic
Testing DDPG agents in my custom AirSim dashboard. Telemetry is clean, but the policy is still chaotic. Back to the reward function! 🛠️
#AI #Robotics #BuildInPublic
Computer Vision vs. Indian Traffic. 🇮🇳 Testing my autonomous driving stack (Perception Layer). The model is successfully classifying vehicles, tracking lane curvature, and monitoring driver alertness in real-time. The dataset is noisy, but the bounding boxes are stable. "Phase 1" is a success. ✅
November 30, 2025 at 2:04 PM
Computer Vision vs. Indian Traffic. 🇮🇳 Testing my autonomous driving stack (Perception Layer). The model is successfully classifying vehicles, tracking lane curvature, and monitoring driver alertness in real-time. The dataset is noisy, but the bounding boxes are stable. "Phase 1" is a success. ✅
We’re confusing automation with agency. 🤖
High-fidelity pattern matching ≠ semantic understanding.
True “Agentic AI” isn’t just chaining API calls; it’s the judgment to know when not to act.
We are building faster executors, not thinkers. 🧠
#AI #GenAI #LLM #TechTrends
High-fidelity pattern matching ≠ semantic understanding.
True “Agentic AI” isn’t just chaining API calls; it’s the judgment to know when not to act.
We are building faster executors, not thinkers. 🧠
#AI #GenAI #LLM #TechTrends
November 26, 2025 at 5:46 AM
We’re confusing automation with agency. 🤖
High-fidelity pattern matching ≠ semantic understanding.
True “Agentic AI” isn’t just chaining API calls; it’s the judgment to know when not to act.
We are building faster executors, not thinkers. 🧠
#AI #GenAI #LLM #TechTrends
High-fidelity pattern matching ≠ semantic understanding.
True “Agentic AI” isn’t just chaining API calls; it’s the judgment to know when not to act.
We are building faster executors, not thinkers. 🧠
#AI #GenAI #LLM #TechTrends
AutoML Lite is live.
A simple and lightweight AutoML tool that runs on any laptop. Trains multiple models, handles preprocessing, and picks the best one for you.
Repo: github.com/Sherin-SEF-A...
If you try it, let me know your results.
#AI #MachineLearning #AutoML #Python #OpenSource #MLTools
A simple and lightweight AutoML tool that runs on any laptop. Trains multiple models, handles preprocessing, and picks the best one for you.
Repo: github.com/Sherin-SEF-A...
If you try it, let me know your results.
#AI #MachineLearning #AutoML #Python #OpenSource #MLTools
November 20, 2025 at 2:22 PM
AutoML Lite is live.
A simple and lightweight AutoML tool that runs on any laptop. Trains multiple models, handles preprocessing, and picks the best one for you.
Repo: github.com/Sherin-SEF-A...
If you try it, let me know your results.
#AI #MachineLearning #AutoML #Python #OpenSource #MLTools
A simple and lightweight AutoML tool that runs on any laptop. Trains multiple models, handles preprocessing, and picks the best one for you.
Repo: github.com/Sherin-SEF-A...
If you try it, let me know your results.
#AI #MachineLearning #AutoML #Python #OpenSource #MLTools
AI agents running your life—booking flights, ghostwriting emails, even flirting for you? Game-changer or lazy apocalypse? I asked mine to plan my perfect day... it scheduled nap time first. Yours? Spill the chaos! 🤖💼 #AIAgents #FutureOfWork #Bluesky
November 17, 2025 at 3:45 PM
AI agents running your life—booking flights, ghostwriting emails, even flirting for you? Game-changer or lazy apocalypse? I asked mine to plan my perfect day... it scheduled nap time first. Yours? Spill the chaos! 🤖💼 #AIAgents #FutureOfWork #Bluesky
I built something called Code Genie - basically an AI coding assistant that runs locally using Ollama instead of sending your code to the cloud.
Link: github.com/Sherin-SEF-A...
Link: github.com/Sherin-SEF-A...
GitHub - Sherin-SEF-AI/code-genie: 🧞 Advanced AI Coding Agent | Autonomous Workflows | Multi-Agent System | Natural Language Programming | Privacy-First | Runs Locally with Ollama | Open Source
🧞 Advanced AI Coding Agent | Autonomous Workflows | Multi-Agent System | Natural Language Programming | Privacy-First | Runs Locally with Ollama | Open Source - Sherin-SEF-AI/code-genie
github.com
November 12, 2025 at 3:20 PM
I built something called Code Genie - basically an AI coding assistant that runs locally using Ollama instead of sending your code to the cloud.
Link: github.com/Sherin-SEF-A...
Link: github.com/Sherin-SEF-A...
Thank you under30ceo.com for including my thoughts in your article on founder work-life balance. Honored to be part of the conversation.
Thanks to featured.com
Check out all the advice here: www.under30ceo.com/18-work-life...
Thanks to featured.com
Check out all the advice here: www.under30ceo.com/18-work-life...
18 Work-Life Balance Tips for Busy Entrepreneurs
18 Work-Life Balance Tips for Busy Entrepreneurs Entrepreneurs can face unique challenges in managing their professional and personal lives. We asked experts to share one piece of advice they would gi...
www.under30ceo.com
November 5, 2025 at 11:24 AM
Thank you under30ceo.com for including my thoughts in your article on founder work-life balance. Honored to be part of the conversation.
Thanks to featured.com
Check out all the advice here: www.under30ceo.com/18-work-life...
Thanks to featured.com
Check out all the advice here: www.under30ceo.com/18-work-life...
NVIDIA just nuked $5T—first ever! AI's not joking anymore: Chips fueling your selfies to thirstier data centers (bye, city water by '27). X is wild—gold rush cheers vs. "GPU mine in my basement" memes. AI: Toy to overlord? Not invested?You're the flip phone of '25.💸 Who's cashing in? #AIBoom #NVIDIA
November 4, 2025 at 8:44 AM
NVIDIA just nuked $5T—first ever! AI's not joking anymore: Chips fueling your selfies to thirstier data centers (bye, city water by '27). X is wild—gold rush cheers vs. "GPU mine in my basement" memes. AI: Toy to overlord? Not invested?You're the flip phone of '25.💸 Who's cashing in? #AIBoom #NVIDIA
Enterprise AI: Is the ROI real? What's the biggest hurdle to measuring its true business value—metrics, cycles, or expectations? How can companies better link AI investment to tangible outcomes? #EnterpriseAI #ROI #AIStrategy #BusinessValue
October 31, 2025 at 1:37 PM
Enterprise AI: Is the ROI real? What's the biggest hurdle to measuring its true business value—metrics, cycles, or expectations? How can companies better link AI investment to tangible outcomes? #EnterpriseAI #ROI #AIStrategy #BusinessValue
Just launched Talkdo — a CLI task manager that understands natural language!
Type talkdo add "buy milk tomorrow at 3pm" and it just gets it.
No context switching. Beautiful CLI. 90%+ NLP accuracy.
pip install talkdo
#Talkdo #CLI #Python #Productivity #OpenSource
github.com/Sherin-SEF-A...
Type talkdo add "buy milk tomorrow at 3pm" and it just gets it.
No context switching. Beautiful CLI. 90%+ NLP accuracy.
pip install talkdo
#Talkdo #CLI #Python #Productivity #OpenSource
github.com/Sherin-SEF-A...
October 25, 2025 at 2:56 PM
Just launched Talkdo — a CLI task manager that understands natural language!
Type talkdo add "buy milk tomorrow at 3pm" and it just gets it.
No context switching. Beautiful CLI. 90%+ NLP accuracy.
pip install talkdo
#Talkdo #CLI #Python #Productivity #OpenSource
github.com/Sherin-SEF-A...
Type talkdo add "buy milk tomorrow at 3pm" and it just gets it.
No context switching. Beautiful CLI. 90%+ NLP accuracy.
pip install talkdo
#Talkdo #CLI #Python #Productivity #OpenSource
github.com/Sherin-SEF-A...
AI DEV BOMBSHELL: @kiro.dev is the ULTIMATE coding agent—turns wild ideas into PROD-READY code w/ specs, auto-tests, multimodal magic (upload sketches!), & Claude-powered autopilot. Slashed my build time from weeks to DAYS. Free to start! Who's shipping next? 🔥 #AI #BuildWithKiro
kiro.dev
@kiro.dev
kiro.dev
@kiro.dev
Kiro
Kiro is an agentic IDE that helps you go from prototype to production with spec-driven development.
kiro.dev
October 23, 2025 at 1:40 PM
AI DEV BOMBSHELL: @kiro.dev is the ULTIMATE coding agent—turns wild ideas into PROD-READY code w/ specs, auto-tests, multimodal magic (upload sketches!), & Claude-powered autopilot. Slashed my build time from weeks to DAYS. Free to start! Who's shipping next? 🔥 #AI #BuildWithKiro
kiro.dev
@kiro.dev
kiro.dev
@kiro.dev
Context Is the Next Compute
The next frontier of AI isn’t bigger models — it’s contextual intelligence.
Systems that don’t just predict text, but understand the world they operate in.
We’re moving from “What’s next?” to “What fits here?”
#ai#future
The next frontier of AI isn’t bigger models — it’s contextual intelligence.
Systems that don’t just predict text, but understand the world they operate in.
We’re moving from “What’s next?” to “What fits here?”
#ai#future
October 19, 2025 at 2:06 PM
Context Is the Next Compute
The next frontier of AI isn’t bigger models — it’s contextual intelligence.
Systems that don’t just predict text, but understand the world they operate in.
We’re moving from “What’s next?” to “What fits here?”
#ai#future
The next frontier of AI isn’t bigger models — it’s contextual intelligence.
Systems that don’t just predict text, but understand the world they operate in.
We’re moving from “What’s next?” to “What fits here?”
#ai#future
API-Mocker hits 5.38K downloads! Open-source API development platform with AI-powered generation, GraphQL support, WebSocket mocking, enterprise auth, and ML capabilities. Built on FastAPI with 20+ CLI commands. #OpenSource #DevTools
github.com/Sherin-SEF-A...
github.com/Sherin-SEF-A...
GitHub - Sherin-SEF-AI/api-mocker
Contribute to Sherin-SEF-AI/api-mocker development by creating an account on GitHub.
github.com
October 18, 2025 at 3:30 PM
API-Mocker hits 5.38K downloads! Open-source API development platform with AI-powered generation, GraphQL support, WebSocket mocking, enterprise auth, and ML capabilities. Built on FastAPI with 20+ CLI commands. #OpenSource #DevTools
github.com/Sherin-SEF-A...
github.com/Sherin-SEF-A...
I just published AI Won’t Replace Programmers. It Will Replace the Way We Think About Programming. medium.com/p/ai-wont-re...
October 15, 2025 at 4:29 PM
I just published AI Won’t Replace Programmers. It Will Replace the Way We Think About Programming. medium.com/p/ai-wont-re...
AI Trust Crisis: Navigating the Hidden Costs of Enterprise Technology
sherin-josephs-newsletter.beehiiv.com/p/the-trust-...
sherin-josephs-newsletter.beehiiv.com/p/the-trust-...
AI Trust Crisis: Navigating the Hidden Costs of Enterprise Technology
Uncover the hidden trust challenges in AI tool adoption and learn why cutting-edge technology doesn't always translate to team buy-in in this revealing enterprise AI insights piece.
sherin-josephs-newsletter.beehiiv.com
October 14, 2025 at 1:42 PM
AI Trust Crisis: Navigating the Hidden Costs of Enterprise Technology
sherin-josephs-newsletter.beehiiv.com/p/the-trust-...
sherin-josephs-newsletter.beehiiv.com/p/the-trust-...
Question?
If you could design the perfect safety system, what would it look like?
A) Invisible automated protection
B) Community mutual help
C) Professional services
D) All combined
We're building D with SEF. What matters most to you? 👇
Safety Ecosystem Framework
#SafetyTech #CommunityFeedback
If you could design the perfect safety system, what would it look like?
A) Invisible automated protection
B) Community mutual help
C) Professional services
D) All combined
We're building D with SEF. What matters most to you? 👇
Safety Ecosystem Framework
#SafetyTech #CommunityFeedback
October 10, 2025 at 3:20 PM
Question?
If you could design the perfect safety system, what would it look like?
A) Invisible automated protection
B) Community mutual help
C) Professional services
D) All combined
We're building D with SEF. What matters most to you? 👇
Safety Ecosystem Framework
#SafetyTech #CommunityFeedback
If you could design the perfect safety system, what would it look like?
A) Invisible automated protection
B) Community mutual help
C) Professional services
D) All combined
We're building D with SEF. What matters most to you? 👇
Safety Ecosystem Framework
#SafetyTech #CommunityFeedback
Hot take: We're living in the "golden age of niche hobbies." Someone out there is absolutely THRIVING making videos about restoring vintage keyboards, and 50k people are watching. The internet finally delivered on its promise to connect every weird interest with its people. What's your niche?
October 9, 2025 at 9:28 AM
Hot take: We're living in the "golden age of niche hobbies." Someone out there is absolutely THRIVING making videos about restoring vintage keyboards, and 50k people are watching. The internet finally delivered on its promise to connect every weird interest with its people. What's your niche?
We’re entering an era where intelligent systems go beyond logic — they understand context, intent, and emotion. The future belongs to products that think with us, adapt to us, and evolve through us.
#AI #DeepTech #Innovation #FutureOfTech
#AI #DeepTech #Innovation #FutureOfTech
a computer screen with the words artificial intelligence displayed
ALT: a computer screen with the words artificial intelligence displayed
media.tenor.com
October 7, 2025 at 12:35 PM
We’re entering an era where intelligent systems go beyond logic — they understand context, intent, and emotion. The future belongs to products that think with us, adapt to us, and evolve through us.
#AI #DeepTech #Innovation #FutureOfTech
#AI #DeepTech #Innovation #FutureOfTech
UNFUCK: Automatically fixes Python errors in under 2 seconds!
`pip install python-unfuck`
`unfuck` # magic happens ✨
• 50+ error patterns
• 5 personality modes
• AI-powered fixes
• 95%+ success rate
GitHub: github.com/Sherin-SEF-A...
PyPI: pypi.org/project/pyth...
#Python #Debugging #Automation
`pip install python-unfuck`
`unfuck` # magic happens ✨
• 50+ error patterns
• 5 personality modes
• AI-powered fixes
• 95%+ success rate
GitHub: github.com/Sherin-SEF-A...
PyPI: pypi.org/project/pyth...
#Python #Debugging #Automation
GitHub - Sherin-SEF-AI/unfuck
Contribute to Sherin-SEF-AI/unfuck development by creating an account on GitHub.
github.com
October 6, 2025 at 4:30 PM
UNFUCK: Automatically fixes Python errors in under 2 seconds!
`pip install python-unfuck`
`unfuck` # magic happens ✨
• 50+ error patterns
• 5 personality modes
• AI-powered fixes
• 95%+ success rate
GitHub: github.com/Sherin-SEF-A...
PyPI: pypi.org/project/pyth...
#Python #Debugging #Automation
`pip install python-unfuck`
`unfuck` # magic happens ✨
• 50+ error patterns
• 5 personality modes
• AI-powered fixes
• 95%+ success rate
GitHub: github.com/Sherin-SEF-A...
PyPI: pypi.org/project/pyth...
#Python #Debugging #Automation