abhiroop bhattacharyya

Wrapped up the 100x GenAI Mastery Cohort 🚀by @100xengineers Grateful for the hands-on learning, real-world GenAI systems, and an amazing mentors + builder community. Looking forward to keep building and sharing together. #0to100xEngineers

Check it out GitHub: github.com/TechMaverickHu… Demo: loom.com/share/f816c0b4… #AI #RAG #LLM #Supabase #Streamlit #Groq #Claude #LearningTech

Day 39 of #𝟎𝐭𝐨𝟏𝟎𝟎𝐱𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 Built an AI Learning Coach for an assignment - iteratively going from simple semantic search → RSS ingestion → Supabase debugging 🤦‍♂️ → MCP integration with Claude → a clean Streamlit dashboard for digest generation.

Grateful to share that I’ve been selected as a 100x Elite by @100xengineers A small milestone, and still a long way to go but this community has pushed me to stay disciplined, learn faster, and build better. Thanks to everyone who supported me along the way. #0to100xEngineers

Day 38 of #𝟎𝐭𝐨𝟏𝟎𝟎𝐱𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫⁣ ⁣ LLMs are pattern recognizers, not databases.⁣ ⁣ They predict, not verify.⁣ ⁣ If you want better answers - ask sharper questions.

Day 37 of #𝟎𝐭𝐨𝟏𝟎𝟎𝐱𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 Hallucination isn’t a bug in LLMs - it’s a feature. It’s how they imagine, infer, and create beyond what’s explicitly known. The problem starts only when that imagination wanders away from factual territory.

Day 36 of #𝟎𝐭𝐨𝟏𝟎𝟎𝐱𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 From Tool Calling to MCP: The evolution of LLMs beyond text. LLM could talk, not act Tool Calling changed that by giving AI the power to execute tasks. But it broke at scale: no standard, high friction. Now, MCP is the fix - HTTP 4 AI

🔗 Check it out: Backend 👉 github.com/TechMaverickHu… Frontend 👉 github.com/TechMaverickHu… #AI #Hackathon #PortfolioAI #CareerTech #JobReadiness #Django #React #OpenSource

🛠️ Built solo using:⁣ ⚙️ 𝐃𝐣𝐚𝐧𝐠𝐨 𝐑𝐄𝐒𝐓 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤⁣ 💻 𝐑𝐞𝐚𝐜𝐭⁣ 🔐 𝐉𝐖𝐓 𝐀𝐮𝐭𝐡⁣ 🗄️ 𝐏𝐨𝐬𝐭𝐠𝐫𝐞𝐒𝐐𝐋⁣ ⁣ A full weekend sprint to turn a real-world pain point into a working AI solution.

Day 35 of #𝟎𝐭𝐨𝟏𝟎𝟎𝐱𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 Built PortfolioAI in a 24-hour Mini-Hackathon! An AI-powered platform that helps early-career engineers and career-switchers build their personal brand & job readiness in minutes. 🧵 Here’s what it does ↓

Here’s the AI news roundup from the past week. Drop a comment with anything I missed! - @OpenAI: Unveils Atlas browser - OpenAI: Launches @ChatGPTapp integration with business tools - OpenAI: Expands Shared Projects feature to all ChatGPT users - OpenAI: Acquires Software Applications Inc. and Sky app - @Microsoft: Outlook gets major AI overhaul - Microsoft: Introduces Copilot Mode in Edge - Microsoft: Adds Mico voice assistant Easter egg to Copilot - Microsoft: Unveils Dynamics 365 AI business agents - @Google: Expands Earth AI for environmental monitoring - Google: Adds @GeminiApp Q&A and exploration to Earth - Google: Revamps AI Studio with new Build interface - Google: AI Studio adds more developer controls - Google: Debuts Galaxy XR headset with Android XR - @Meta: Launches AI editing tools for Instagram Stories - @amazon: Launches “Help Me Decide” AI shopping tool - Amazon: Equips drivers with AI smart glasses - @AnthropicAI: Launches Claude Code web tool - @Dropbox: Launches Dash, an AI assistant for all work apps - @StabilityAI: Partners with @EA for generative game tools - @perplexity_ai: Sued by @Reddit over data use for AI training - @coinbase: Launches Payments MCP for AI crypto access - @YouTube: Launches likeness detection for AI content removal - @opera: Adds Deep Research Agent to Neon browser - Sora: Adds creation tools for pet and toy cameos - @Kohler: Unveils $599 AI toilet camera for health tracking - @Lightricks: Releases LTX-2, open-source 4K AI video engine - @krea_ai: Open-sources 14B long-form video model - @FishAudio: Launches affordable TTS model for developers - @AlibabaGroup: Unveils Quark AI assistant and AR glasses - Researchers and CEOs call for ban on unsafe AI research With Comet, Edge & now Atlas, it seems like AI browsers are the new focal point for AI innovation, though I wonder how many people have fully transitioned over so far.

With Comet (Perplexity) and now Atlas (OpenAI), the AI-native browser race is on. The real story: convergence. Search, context, and agency merge into one fluid experience. The next UI revolution isn’t visual - it’s conversational. #FutureOfBrowsing #FutureOfWork #TechTrends

💡 What changes: • Context-aware: Ask ChatGPT to explain or summarize any page. • Inline edits: Suggestions right inside text fields. • Memory + personalization: Smarter results with control. • Agent mode: Plan trips, create carts - safely sandboxed.

Day 34 of #𝟎𝐭𝐨𝟏𝟎𝟎𝐱𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 🚀 ChatGPT Atlas - The Dawn of Intent-Driven Browsing OpenAI launches a browser with ChatGPT built in. Not an extension. Not a plugin. A browser that thinks with you. #ChatGPTAtlas #OpenAI #AIbrowser

𝐃𝐚𝐲 𝟑𝟑 𝐨𝐟 #𝟎𝐭𝐨𝟏𝟎𝟎𝐱𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 ⁣ Phase 2 of my AI Newsletter app Built a simple React frontend for the DRF backend -users can now log in, view past newsletters, and explore sources by topic.⁣ ⁣ Funny thing - a few new features emerged while designing the UI

Day 109: BRB Crying :))))) #0to100xEngineer #0to100xEngineers

Day 32 of #0to100xEngineer⁣⁣ ⁣⁣ Back on Twitter after a break! 🚀 ⁣⁣ ⁣⁣ Thanks @saumay_agrawal for the suggestion 🙏⁣ ⁣ Phase 1 of my newsletter app done: ⁣⁣ JWT login ✅ ⁣⁣ Manage scrape sources ✅, ⁣⁣ Postgres DB ✅. ⁣⁣ ⁣⁣ Built with DRF. ⁣⁣