WalkingTree Technologies Tech Stack

AI/ML services and product engineering for digital transformation

Software Development Hyderabad, Telangana 201–500 employees Founded 2008 Privately Held

WalkingTree is a 201–500-person IT services firm built around product engineering, data transformation, and generative AI deployment. The stack reveals a mature ML ops posture—Elasticsearch, FAISS, Pinecone, LangChain, and RAG—paired with LLM providers (OpenAI, Anthropic, Llama, Cohere). Active hiring skews heavily toward senior engineers (11 of 23 roles), and pain-point clustering around model monitoring, drift detection, and production-scale ML deployment suggests the company is helping clients operationalize AI systems rather than experimenting with them.

Tech Stack 98 technologies

Core StackAdobe Illustrator Adobe Premiere Pro After Effects Java Elasticsearch Angular React Python NumPy Pandas OpenAI Anthropic LangChain RAG Hugging Face FastAPI Flask Pinecone Photoshop InDesign Jakarta EE Spring Boot Sencha Git Subversion Mercurial Llama LangGraph Cohere FAISS+68 more

What WalkingTree Technologies Is Building

◆Challenges

Migrating rule-based logic to ml
Scaling ml model deployment
Model monitoring and drift detection
Modernizing legacy rule-based systems
Data migration
Go-live readiness
Expanding consulting practice
Deploying ml at production scale
Streamlining webinar processes
Maintaining model performance

▲Active Projects

Long-horizon optimization
Time-series demand forecasting
Spatial geospatial modeling
Sales initiatives for microsoft dynamics 365
Sales initiatives for azure cloud
Sales initiatives for power platform
Spatial/geospatial models
Webinar program
Generative ai solution development
Rag implementation

Hiring Activity

Accelerating25 roles · 10 in 30d

Department

Engineering

Sales

Data

Design

Marketing

Ops

Seniority

Senior

Mid

Intern

Junior

Lead

Notable leadership hires: Generative AI Technical Lead

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About WalkingTree Technologies

WalkingTree Technologies, founded in 2008 and based in Hyderabad, delivers product engineering, digital transformation, and data-centric services to mid-market and enterprise clients. Core service lines span cloud modernization (Azure, Microsoft Dynamics 365, Power Platform), advanced analytics, and generative AI solution development. The company operates with engineering-forward hiring (15 of 23 active roles) and is actively working on long-horizon optimization, time-series forecasting, spatial modeling, and RAG-based AI implementations. Current pain points center on migrating legacy rule-based systems to ML, scaling model deployment, and detecting model drift in production—operational friction points typical of services firms expanding from consulting into managed AI delivery.

HeadquartersHyderabad, Telangana

Company Size201–500 employees

Founded2008

Hiring MarketsIndia

Frequently Asked Questions

What generative AI and ML tools does WalkingTree use?

The company uses LLMs (OpenAI, Anthropic, Llama, Cohere), RAG frameworks (LangChain, LangGraph, FAISS, Pinecone), embedding/ML ops (Hugging Face), and Python stacks (FastAPI, Flask, NumPy, Pandas) for AI solution development and analytics.

What is WalkingTree working on?

Active projects include generative AI solution development, RAG implementation, long-horizon optimization, time-series demand forecasting, spatial/geospatial modeling, and sales initiatives across Azure, Microsoft Dynamics 365, and Power Platform.