Likitha
432 posts

Likitha
@Likitha_3126
AIML intern,Passionate about math, models, and sharing the journey. Follow for accountability, curiosity, and constant growth with me...
Katılım Nisan 2025
37 Takip Edilen87 Takipçiler

Hey @X 👋
Looking to connect with people in tech 🚀
I'm interested in AI, Machine Learning, Software Development, Startups, Open Source, and building cool things on the internet.
If you're a developer, student, founder, designer, creator, or just passionate about technology, reply below and let's connect! 👇
Let's learn, build, and grow together.
#TechTwitter #BuildInPublic #AI #MachineLearning #ML #DataScience #Programming #Coding #Developer #SoftwareEngineer #OpenSource #Startups #TechCommunity #100DaysOfCode #WomenInTech

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Hey @X 👋
Looking to connect with people who are into:
• AI / ML
• Data Science
• Full-Stack Development
• DevOps
• Startups
• SaaS
• Open Source
• LeetCode & DSA
• Building in Public
If you’re building something cool, drop it below 👇
Let’s connect and grow together 🤝
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Hey @X 👋
I'm a CSE (AI & ML) student who enjoys building, learning, and sharing the journey in public.
Currently exploring:
🚀 Web Development
🤖 AI & Automation
⚛️ React & JavaScript
📚 DSA & Problem Solving
🎨 UI/UX Design
I'm looking to connect with developers, founders, builders, AI enthusiasts, and fellow students who are passionate about creating and learning.
If you're working on something interesting, let's #connect 🤝
#BuildInPublic #AI
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Likitha retweetledi

How to Stay Unemployed in 2026:
- Wake up at 11 AM and say “market is bad” before even opening LinkedIn.
- Apply to 2 jobs in a week and expect HR to fight over you.
- Keep watching “Day in the Life of Google Engineer” videos instead of learning skills.
- Write “Open to Work” but never open your laptop.
- Spend 6 hours choosing a portfolio font and 0 hours building projects.
- Learn 0.5% of React, then tweet “MERN Stack Developer”.
- Ignore DSA, ignore communication skills, ignore internships… then blame college placement.
- Keep saying “AI will take all jobs anyway” while AI is actually helping others get jobs faster.
- Copy projects from YouTube and pray interviewer never asks questions.
- Ask salary first, role later.
- Make resume with 5 pages, 20 skill bars, and 0 real experience.
- Post “grind never stops” and then sleep the whole afternoon.
- Wait for motivation instead of building discipline.
- Say “startup culture is toxic” after getting rejected from one internship.
- Spend more time on Tech Twitter drama than actual coding.
- Learn every new framework for 2 days and master none.
- Keep planning roadmaps instead of following one.
- Call yourself “future billionaire founder” with no product, no users, no code.
- And most importantly:
Never take rejection as feedback.
Take it personally.
Quit silently.
Congratulations.
You have successfully secured unemployment with consistency and dedication.
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🚀 Day 7 of my AI/LLM Internship Journey
Today I learned about the LLM Middleware Layer and why it's essential in real-world AI applications.
✅ Middleware Layer ✅ Server-Side Restrictions ✅ System Prompt Injection ✅ Input Validation & Content Filtering ✅ Streaming Responses (SSE)
Key takeaway:
An LLM should never directly interact with users. A middleware layer helps with security, validation, cost control, and ensuring the AI stays within its intended scope.
Example: User ➜ FastAPI Middleware ➜ LLM ➜ Response
Built a mini chatbot flow that: • Validates user input • Restricts off-topic questions • Injects system prompts • Supports streaming responses
Every day I'm getting closer to building production-ready AI applications. 💡
What is one middleware feature you think every AI application should have?
#AI #LLM #GenerativeAI #MachineLearning #Python #FastAPI #RAG #OpenSource #BuildInPublic
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Day 6 of my AI/LLM Internship Journey 🚀
Today I learned:
✅ FastAPI Basics
✅ REST API Design
✅ Pydantic for Data Validation
✅ async/await in Python
✅ Virtual Environments & .env Files
✅ Built a Chat API endpoint
One thing that clicked today:
Pydantic validates incoming data before it reaches your business logic, making APIs much safer and more reliable.
Every day I'm learning something new in AI Engineering and Backend Development.
What was the most useful FastAPI concept you learned as a beginner?
#AI #LLM #MachineLearning #FastAPI #Python #GenerativeAI #AIEngineering
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@Likitha_3126 I'm saying that it will happen , shows more when u interact most
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@Likitha_3126 Lmaooo starting happens mainly when u start interacting posts like that
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