AI Campus • Prayogika kalike
AI Resume mattu Job Matcher jothe ATS Scoring
Local parsing mattu spashta keyword baseline inda shuru maadi, vivarisabahudada resume-job comparison kattiri.
Build guide mattu modalu bekaada tayari
Ee maargadarshi anusarisikondu nimma application katti, parikshe maadi mattu kandukonda phalitaamsha bareyiri.
- Python lists, dictionaries mattu file handling gottirali.
- Practice ge balasabahudada, personal maahiti tegeda nimma resume mattu eradu job descriptions beku.
Bekaada tools mattu free aaykegalu
- Python
- pdfplumber
- JSON athava CSV
- Bekiddare FastAPI mattu React
Veccha: Local text parsing mattu keyword comparison ge paid API beda. Aaykeya local semantic model ge download mattu hardware beku; hosted inference pratyeka paid aayke, illi kaddaaya alla.
Hanta-hantavaagi kattiri
1. Bere bere inputs tayaarisi
Hondikolluva role, sambandhavillada role mattu scanned-image resume udaaharanegalannu tayaarisi. Working fixtures inda phone number mattu address tegeyiri. Job descriptions annu plain UTF-8 text aagi save maadi.
2. Text horategedu parisheelisi
pdfplumber balasi prati page na text horategedu page numbers ulisi. Score koduva modalu extracted text torisi. Page nalli text illadiddare OCR beku endu gurutisi; candidate ge arhate illa endu score kodabedi.
3. Job requirements patti kattiri
Modalane job description ge required mattu preferred skills annu JSON file nalli neevu label maadi. JS/JavaScript anthaha aliases spashtavaagirali. Experience varshagalannu skills inda pratyekisi; ondu sankhye kalpita requirement aagabaradu.
4. Vivarisabahudada baseline kattiri
Case mattu punctuation normalize maadi prati requirement annu extracted resume jothe holisi. Matched-required / total-required lekkahaaki; denominator khaali iddare handle maadi. Percentage jothe matched mattu missing evidence torisi; idannu custom overlap score endu heli, nijavaada employer ATS score endalla.
5. Bekiddare semantic comparison serisi
Baseline kelasa maadida mele maatra local model sentence embeddings holisi. Ee phalitaamshagalannu pratyekavaagi idi; tappu matches kaiyaare parisheelisi. Similarity number inda protected characteristics, suitability athava hiring result oohisabedi.
6. Result kattiri mattu failure cases test maadi
File size/type validation mattu parsing status, matched snippets, mitigalu torisuva result page serisi. Malformed PDFs, khaali description, synonym case mattu sambandhavillada resume test maadi. Default aagi uploaded resumes store maadade spashta report export maadi.
Nireekshita output mattu parikshe
Evidence hudukabahudada mattu spashtavaagi vivarisida custom score iruva resume comparison report. Commercial ATS integration athava udyoga siguvudara prediction idaralli illa.
- Prati matched requirement nijavaagi extracted aada wording ge link aagabeku.
- Scanned athava odalaagada PDF ge parsing warning barabeku.
- Job description badalaadare evidence mattu score onde reetiya niyamagala prakara badalaagabeku.
Official maahiti moolagalu
Odalu free. Software setup, model access mattu hosted sevegalige avugala niyamagalu anvayisuttave. Moolagalannu 3 November 2026 randu parisheelisalagide.