Technologies & Tools We Use
Frameworks and Models for Languages
Custom Machine Learning Services & Generative AI Development Company
At Kirshi Technologies, we use artificial intelligence to provide organizations in a variety of industries with cutting-edge, scalable, and future-ready solutions. As a reputable generative AI development firm and supplier of specialized machine learning services, we help businesses automate procedures, build more intelligent systems, and produce cutting-edge digital experiences.
Generative AI Development Company: Innovate Creatively
The way that companies create content, develop new products, and interact with audiences is being revolutionized by generative AI. Using the creative power of AI to speed up your content pipeline, create design assets, automate documentation, and produce hyper-personalized experiences at scale is made possible by Kirshi Technologies, a leading generative AI development business.
Content Creation
Create blogs, ad copy, product descriptions, email campaigns, and video scripts automatically that are consistent with the tone of your brand.
Ai-Generated Design & Creative Assets
Use tools such as DALL·E, Midjourney, and Stable Diffusion to create logos, mockups, UI designs, and ad creatives.
Synthetic Data generation
Create top-notch synthetic datasets without sacrificing privacy to imitate uncommon events, bridge data gaps, or train machine learning models.
Ai code generation & documentation
Using LLMs such as GPT-4, create technical documentation, boilerplate code, and automate testing procedures.
Ai-assisted product Innovation
Create more intelligent, user-focused products with co-creation and personalization capabilities driven by AI.
Why choose kirshi technologies?
At Kirshi, we don’t just build models—we build AI-powered ecosystems that align with your business goals. Our team of strategists, data scientists, and AI developers has decades of combined expertise providing businesses of all sizes with game-changing solutions.
GPT-4, GPT-3.5: For creative writing, summarizing, and conversational agents.
Anthropic's Claude is a safe, ethical AI with sophisticated reasoning powers.
Multimodal LLM for a range of workplace tasks is Google Gemini (Bard).
Open-weight models for private deployments are Meta LLaMA 2 and LLaMA 3.
Fast and effective inference for real-time applications is provided by Mistral & Mixtral.
Image, Video, and Audio Generation
DALL·E 3: Using prompt-based generation to create visual content.
Midjourney: AI-generated visuals that are artistic and stylish.
Open-source picture production that may be adjusted for branding is called Stable Diffusion XL.
Runway ML: Tools for generative filmmaking and text-to-video.
AI speech and audio production for multimedia content is provided by Eleven Labs and Play.ht.
Rapid Retrieval & Engineering
LangChain is a framework for creating tools and prompt chains.
An interface for loading and querying bespoke datasets is called LlamaIndex.
By merging LLMs with outside data, RAG Models (Retrieval-Augmented Generation) increase factuality.
PromptLayer/PromptHub: Track, troubleshoot, and control prompts.
Embedding Models & Knowledge Bases
FAISS and Pinecone are vector databases used for similarity and semantic search.
ChromaDB and Weaviate are scalable vector storage that are cloud native.
Hugging Face Transformers, Cohere, and OpenAI Embeddings: For complex semantic representations.
Platforms for Deployment and APIs
Plug-and-play access to robust LLMs is provided by the Hugging Face Inference API, Anthropic API, and OpenAI API.
Full-stack MLOps + GenAI services are offered by Google Vertex AI.
Serverless implementation of foundation models is provided by Amazon Bedrock.
Baseten, Modal, and Replicate are lightweight models for deployment and hosting.
Custom Machine Learning Services: Create Decision-Driven Predictive Models
A strong machine learning engine is the foundation of any intelligent system. Our custom machine learning services are made to use data-driven models to tackle real-world business problems. We assist businesses in developing machine learning-powered smarter systems, from fraud detection to consumer segmentation. Kirshi Technologies is a reputable machine learning development business that uses state-of-the-art algorithms, scalable infrastructure, and domain knowledge to produce automated judgments and predictive insights.
Predictive Analytics
Anticipate trends in sales, inventory, and user behavior with ML-powered forecasting tools.
Fraud Detection
Detect anomalies and prevent fraudulent transactions in real-time across banking and eCommerce systems.
Intelligent Document Processing
Extract, classify, and summarize unstructured documents such as invoices, contracts, and reports.
Customer Segmentation & Churn Prediction
Group customers based on behavior and predict churn risk to enable retention strategies.
Supply Chain Forecasting
Optimize procurement, production, and delivery with time series modeling and demand forecasting.
Advantages of Our Services for ML Development
Tech Stack & Frameworks We Use
Our ML engineering is driven by the most trusted and scalable tools in the AI ecosystem. We build, train, and deploy custom models that are robust, secure, and production ready.
Frameworks for Machine Learning
Scikit-learn: Traditional machine learning models and rapid prototyping.
Deep learning of industrial quality is provided via TensorFlow and TensorFlow Extended (TFX).
Research-friendly DL with adaptable deployment is PyTorch/Lightning.
A high-level API for quick DL experimentation is called Keras.
Libraries for Modeling and Algorithms
Gradient boosting for structured data is provided by XGBoost, LightGBM, and CatBoost.
Facebook Prophet: Trend and seasonality-based forecasting.
Time series forecasting for inventory and logistics is done using ARIMA and SARIMA.
Optuna/Ray Tune: Scalable hyperparameter tweaking.
Natural Language Processing
SpaCy/NLTK: NER, parsing, and text preprocessing.
Hugging Face's Transformers are pre-trained models for translation, categorization, and summarization.
Topic modeling for unstructured data is known as BERTopic or LDA.
Custom semantic vectorization is provided by FastText, Word2Vec, and BERT Embeddings.
Deployment and MLOps
MLFlow: ML model lifecycle management.
Kubeflow: ML workflow orchestration from start to finish.
Data Version Control (DVC): Use Git-style control to manage datasets and model versions.
Scalable model hosting and monitoring is provided via the AWS SageMaker, Azure ML, and GCP AI Platform.
Data Visualization and Engineering
Pandas/Dask: Preprocessing and data manipulation.
PySpark and Apache Spark are big data machine learning pipelines.
Structured data access and analytics are provided via SQL, BigQuery, and Snowflake.
Dashboards for data visualization include Tableau, Power BI, Streamlit, and Dash.
Web App Solution
We empower industries with secure, efficient web applications, leveraging IT expertise to enhance global operations. Our specialized developer team ensures scalability & efficiency, providing a competitive edge.
Mobile App Solution
We enhance digital products globally for startups & enterprises. Our user-focused approach & expertise in iOS, Android, AI, & IoT drive operational transformation & success.
AI/ML Service
Maintain your competitive edge with our advanced solutions. Drive growth, boost productivity, and enhance customer engagement through innovative data-driven strategies.
Cybersecurity
We fortify your business by safeguarding data & building trust with consumers. We integrate cyber resilience to protect against evolving threats & and ensure business continuity.
Blockchain
As your partner, we provide expert consulting to enhance your vision and deliver tailor-made, secure, and decentralized software solutions.
Hire Dedicated Resource
Maximize your project's potential with our dedicated resource services for web or app development. Our skilled professionals ensure quality results tailored to your needs and budget.