AI jothe project kattiri.
Kalitaddannu torisabahudaada projects aagi maadi. Student portfolio mattu hackathon ge prayogika guides illive.
Poorna walkthrough mattu download code nodi →Labhyaviruva project guides (8)
Architecture, skills mattu portfolio prayojanagaliruva hanta-hantada kalpanegalu.
Web Apps
Nimma Knowledge AI Chatbot
Custom text guidelines balasi, session history ulisuva full-stack streaming conversation bot kattiri.
Neevu kattuva vishaya:
Streaming text tokens, Markdown rendering, system prompts mattu mobile ge hondikolluva UI iruva interactive Next.js chat interface kattuttiri.
Resume mattu portfolio prayojana:
Core API balake, streaming states mattu aadhunika frontend engineering kaushalya torisalu sahaaya maaduttade.
College Projects
AI Resume mattu Job Matcher jothe ATS Scoring
PDF resume text horategedu nijavaada job descriptions jothe qualifications holisi; score vivara mattu sudhaarane salhe tayaarisi.
Neevu kattuva vishaya:
Halavu page PDF parse maaduva, semantic matching maaduva, missing keywords hudukuva mattu scorecards torisuva web upload app kattuttiri.
Resume mattu portfolio prayojana:
Student portfolio ge upayukta; structured data balasi HR mattu udyogada practical samasyegalannu bageharisuva saamarthya torisuttade.
Web Apps
Retrieval-Augmented Odina Sahaayaka (RAG)
University textbooks, lecture transcripts mattu slide decks aadharada mele uttara koduva study companion kattiri.
Neevu kattuva vishaya:
Document chunking engine, vector embedding storage, cosine similarity search mattu source citations noduva view kattuttiri.
Resume mattu portfolio prayojana:
Junior AI engineer portfolio nalli retrieval pipelines mattu hallucination kadime maaduva vidhana artha aagide endu torisalu upayukta project.
AI Agents
Autonomous Research mattu Saaramsha Agent
Kashtada query annu search sub-queries aagi vibhajisi, live pages odi, facts serisi formatted report koduva agent kattiri.
Neevu kattuva vishaya:
Tool-calling, browser search tools, error saripadisuvudu mattu Markdown export iruva halavu-step agent loop kattuttiri.
Resume mattu portfolio prayojana:
Autonomous agent architecture, asynchronous execution mattu multi-agent coordination nalli munduvarida kaushalya torisalu sahaaya maaduttade.
Productivity
Audio Lecture Transcript mattu Notes Tayaaraka
Audio/video recordings upload maadi timestamps, chukka gurutina saaramsa mattu flashcards automatic aagi tayaarisuva project kattiri.
Neevu kattuva vishaya:
File upload, Whisper speech-to-text mattu automatic flashcard generation iruva multimodal processing pipeline kattuttiri.
Resume mattu portfolio prayojana:
Audio payloads, asynchronous job states mattu vidyaarthigalige upayukta tools mele kelasa torisalu olleya udaaharane.
Automation
Halavu Channel AI Automation Bot
Incoming emails, Discord messages athava GitHub issues ge AI category, priority tags mattu reply drafts serisuva workflow kattiri.
Neevu kattuva vishaya:
Incoming payload parse maadi, LLM classification karedu, webhooks moolaka automatic replies kaluhisuva webhook receiver kattuva yojane.
Resume mattu portfolio prayojana:
Freelance mattu startup projects ge upayuktavaada aarambhadinda konevaregina operational automation kaushalya torisuttade.
Research
Local LLM jothe Khaasagi Offline AI Sahaayaka
Quantized 8B open-weight models mattu local vector search balasi consumer hardware mele offline, privacy ge aadyate koduva AI run maaduva yojane.
Neevu kattuva vishaya:
External API calls illade Ollama annu local SQLite/vector database ge jodisuva desktop athava local web app kattuva yojane.
Resume mattu portfolio prayojana:
Systems mattada AI tiluvalike, data privacy engineering mattu paid API avalambane illada deployment kaushalya torisalu sahaaya maaduttade.
Research
Automatic LLM Evaluation mattu Benchmark Suite
Golden test datasets viruddha prompt badalaavanegalannu automatic LLM-as-a-judge scoring jothe test maaduva suite kattuva yojane.
Neevu kattuva vishaya:
Model versions naduve faithfulness, latency, context relevance mattu token cost noduva test harness CLI mattu visual dashboard kattuva yojane.
Resume mattu portfolio prayojana:
Test aadharita AI reliability, regression testing mattu quality control ge neevu gamana koduttiri endu engineering teams ge torisuttade.