You will get AI System Rescue/fixes & Optimization
Project details
I provide hands-on expertise to salvage failing AI projects. With a combination of technical skill, strategic insight, and practical fixes, I make stalled projects work, optimize resources, and save time and money.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceWhat's included $850
These options are included with the project scope.
$850
- Delivery Time 15 days
- Number of Revisions 1
Optional add-ons
You can add these on the next page.
Fast 7 Days Delivery
+$200
Additional Revision
+$100Frequently asked questions
About Fasih
AI/ML Consultant (NLP, ML, GenAI/LLM, RAG, Knowledge Graphs, ASR)
Ajax, Canada - 4:20 am local time
I view AI as a tool, not magic. Many projects fail because people jump straight into coding without clear planning, realistic expectations, or a solid architecture.
My goal is to bridge the gap between business goals and what AI can actually deliver, providing technical clarity, realistic roadmaps, and hands-on guidance when needed.
Focus Areas
• AI Product Strategy & Architecture : defining feasible solutions, designing scalable systems, and planning roadmaps before development
• LLM & Generative AI Systems : designing intelligent agents, retrieval-augmented workflows, and practical GenAI pipelines
• Hybrid Retrieval & Knowledge Graphs : structured retrieval, knowledge graph design, multi-hop reasoning, and graph-augmented AI
• AI Agents & Workflow Automation : multi-step agents, tools-based systems, and business process automation
• Speech & Multilingual NLP ; ASR pipelines, text understanding, sentiment, classification, and extraction etc.
• Project Rescue & Optimization : auditing, redesigning, and fixing misaligned or stalled AI projects
What I Deliver
• Clear, actionable roadmaps and technical plans
• Feasible AI architectures and system designs
• Hands-on development support for ML/ASR/NLP/AI systems
• Scalable, maintainable, and practical solutions designed to work in real-world conditions, which achieve realistic yet effective results.
Important Notes / Disclaimers:
* I will require compute resources and access to your project, datasets, or systems to develop or fix your AI solutions.
* I focus on quality over quantity, so I may occasionally decline invites — my apologies in advance.
* I do not work with agencies; for larger projects (development/rescue), I may leverage a small, subcontracted team to ensure timely delivery while maintaining quality.
* Please book a free consultation before any engagement — this ensures I understand your project and can advise effectively. *
Availability: Evenings and weekends. I take a limited number of clients to ensure each project gets full attention.
Free first consultation: 15–20 minutes to understand your idea, assess feasibility, and outline next steps.
Full Stack:
AI & ML: Machine Learning, Deep Learning, Predictive Analytics, Forecasting, Classification, Regression, Clustering, Recommendation Systems, Model Evaluation, Model Optimization
NLP & GenAI: LLM, Generative AI, Prompt Engineering, Text Generation, Text Summarization, NER, Sentiment Analysis, Topic Modeling, Multilingual NLP, Transformers, Hugging Face, PyTorch, OpenAI, Anthropic, Gemini, Mistral, Llama, LlamaIndex, LangChain
ASR & Speech: Automatic Speech Recognition, Whisper, Fast-Whisper, Voice-first Systems, Speech-to-Text, Audio Analysis, including multilingual ASR (English, French, Spanish)
RAG & Retrieval: Retrieval-Augmented Generation, Hybrid Retrieval (Vector + Sparse + Graph), Vector Databases (FAISS, Pinecone, Chroma, Weaviate), BM25, Dense Embeddings, Multi-hop Reasoning
Knowledge Graphs: Knowledge Graphs, Neo4j, Graph Embeddings, Ontology Design, Entity Linking, Graph Augmented Retrieval, AWS Neptune, GraphQL, Cypher Queries
Agents & Automation: AI Agents, LangGraph, CrewAI, Multi-step Agents, Tools-based Agents, Workflow Orchestration, Automation Pipelines
Data & Engineering: Data Modeling, ETL Pipelines, SQL, NoSQL, Cloud (AWS, S3, Lambda, EC2, Bedrock), Python, FastAPI, API Design, Backend Integration, Docker, Scalable Architecture, maintainable systems.
Steps for completing your project
After purchasing the project, send requirements so Fasih can start the project.
Delivery time starts when Fasih receives requirements from you.
Fasih works on your project following the steps below.
Revisions may occur after the delivery date.
Resources
Client submits current project resources and questionnaire
Rescue
I analyze system, identify issues, and design optimization plan