PTPfactorial Tehnologies Private Limited
◆ Top RatedAI, ML & Data Partner | Voice AI, RAG, Document AI, OCR, NLP | AI Agents, AI Automation, LLM Apps, Chatbots | Computer Vision, Deep Learning, Machine Learning | Data Science, SQL, BI, Data Mining | AI Integration, MLOps, AI Strategy, MVPs, Full Stack AI
Total earned
$155K
lifetime, as published
Jobs
86
contracts to date
Hours
4,236
billed hourly
Job Success
100%
JSS
Hourly rate
$15–$100/hr
min. project None
Index Score
78
#607 overall
Insights
How these are computed- Run-rate, measured
- pending
- Needs two observations at least 14 days apart. Our next read of this page turns this on. Nothing is extrapolated from a single contract.
- Lifetime pace
- $15.2K/yr estimate
- Lifetime earnings divided by years on Upwork. A floor on historical pace, not a forecast.
- Earnings per job
- $1.8K
- Average contract value to date.
- Recent earnings, per Upwork
- $12.5K
- The "recent" figure Upwork attaches to the directory card, with 100 recent hours. Upwork does not publish the window, so it is shown as its number, not ours.
- Realised hourly
- $37/hr
- Total earned over billed hours. Fixed-price work inflates it; compare with the rate card.
Index Score breakdown77.7/100
Scale 29.7/40Quality 20/20Trust 10.5/15Momentum 9/15Team 8.5/10
Observation history
Every read of the public page. Last observed Oct 29, 2026 (live read).
| Observed | Earned | Δ | Jobs | JSS |
|---|---|---|---|---|
| Oct 29, 2026 | $155K | 86 | 100% |
One observation so far. The index re-reads every page on a rolling schedule; claimed pages are read weekly.
About
Most AI projects fail after the model works: bad data underneath, retrieval that returns the wrong document, a build nobody could use. We build the part that survives production. 🏆 300+ Projects Delivered • 20 Engineers • AI, ML & Data Specialists 🤖 WHAT WE DO ✅ Voice AI & Conversational Agents ✅ AI Agents, Agentic AI & Automation Workflows ✅ RAG, Enterprise Search & LLM Applications ✅ NLP, OCR & Document Intelligence ✅ Computer Vision, Machine Learning & Deep Learning ✅ Data Science, Analytics, SQL, BI & Data Mining ✅ AI Integration, MLOps, Strategy, MVPs & Full Stack AI 🔧 SKILLS YOU CAN HIRE US FOR ➤ AI & Machine Learning: Artificial Intelligence, Machine Learning, Deep Learning, PyTorch, TensorFlow, Hugging Face, scikit-learn ➤ LLM & Generative AI: GPT, Claude, Gemini, Llama 3, Mistral, Qwen, prompt engineering, structured outputs, function calling, guardrails ➤ AI Agents & Orchestration: LangChain, LangGraph, CrewAI, OpenAI Agents SDK, MCP servers, multi agent systems ➤ RAG & Vector Search: Retrieval Augmented Generation, Pinecone, Weaviate, Qdrant, pgvector, LlamaIndex, hybrid search, re-ranking, grounding ➤ Voice AI & Speech: Vapi, Retell AI, ElevenLabs, Deepgram, Whisper, Twilio, OpenAI Realtime API, ASR, TTS, latency tuning, barge in ➤ NLP & Text Intelligence: spaCy, BERT, Transformers, Named Entity Recognition, text classification, sentiment analysis, semantic search ➤ Computer Vision: YOLO, OpenCV, Detectron2, SAM 2, Vision Transformers, object detection, image recognition, TensorRT ➤ Document AI: Tesseract, PaddleOCR, AWS Textract, Google Document AI, invoice parsing, contract extraction, KYC, table extraction ➤ Fine Tuning & Optimization: LoRA, QLoRA, PEFT, RLHF, DPO, Unsloth, Axolotl, quantization with AWQ, GPTQ and GGUF ➤ LLM Serving & Evaluation: vLLM, TGI, TensorRT-LLM, self hosted serving on H200 GPUs, golden set validation, eval harnesses ➤ AI Automation & Integration: n8n, Make.com, Zapier, GoHighLevel, webhooks, REST and GraphQL APIs, CRM and ERP integration ➤ Data Engineering: SQL, Python, pandas, NumPy, ETL, Spark, Kafka, dbt, BigQuery, Snowflake, web scraping, deduplication ➤ BI & Dashboards: Microsoft Power BI, DAX, Power Query, Tableau, Looker Studio, Metabase, Superset ➤ MLOps & Cloud: AWS, Amazon SageMaker, Amazon Bedrock, Google Cloud, Vertex AI, Azure OpenAI, Docker, Kubernetes, MLflow, Terraform, CI/CD ➤ Full Stack & APIs: Python, FastAPI, Node.js, React, Next.js, TypeScript, PostgreSQL, Redis, Supabase, vector databases 🌐 INDUSTRIES 🔹 Healthcare • Life Sciences & Pharma • Finance & FinTech • Insurance 🔹 Legal & Professional Services • Real Estate & PropTech • Government 🔹 Retail & Ecommerce • Marketing & Advertising • Media & Entertainment 🔹 Manufacturing • Logistics • Energy & Utilities • Automotive • Agriculture 🔹 HR & Recruiting • Education & EdTech • Travel • Construction Tell us what you are building and we will scope it. Looking forward to hearing from you. Pfactorial TeamRead more
Skills
API IntegrationGenerative AIArtificial IntelligenceMicrosoft Power BINatural Language ProcessingAI Agent DevelopmentLangChainData MiningMachine LearningDocument AIConversational AIChatbot DevelopmentComputer VisionRetrieval Augmented GenerationPython
Agency facts
- Team size
- 51-200
- Teams on Upwork
- 1
- Founded
- —
- Member since
- Aug 2016
- Last contract
- Aug 2026
- Owner
- Arun s.
- Client focus
- Large business, Medium business, Very small business, Small business
- Members in
- India
- Languages
- —
Agencies in the same categories
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Pfactorial Tehnologies Private Limited is #1611 of 10,426 Upwork agencies, top 25%. Post the card, or share the link and the card comes with it.
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