Posted:8 hours ago|
Platform:
On-site
Full Time
We don’t just build long-term partnerships with clients—we build long-term careers for our people. At Mako, you’ll be part of a collaborative, supportive, and fast-growing global team where curiosity is encouraged, initiative is celebrated, and every individual plays a meaningful role in shaping the company’s journey.
· Build autonomous LLM agents using LangChain, LangGraph, and FastMCP.
· Develop RAG workflows using embeddings, vector stores, and knowledge-grounded reasoning.
· Implement Tavily web-search integrations for real-time knowledge augmentation.
· Optimize inference using quantized GGUF, tensorized formats, and GPU-accelerated pipelines.
· Integrate LoRAs, control modules, and diffusion-based fine-tuning for custom domains.
· Develop multimodal agents that combine LLM reasoning with vision tasks such as classification, captioning, or image prompts.
· Build robust FastAPI services for orchestrating LLMs, Stable Diffusion, retrieval, and agentic tasks.
· Implement auditing, agent-output monitoring, and API-layer logging for end-to-end traceability.
· Integrate third-party services: authentication, analytics, search APIs, cloud inference APIs, and enterprise data sources.
· Build secure and scalable API layers for production deployments.
· Fine-tune LLaMA, Mistral, Phi-3, and diffusion models for domain-specific tasks.
· Use MLflow for tracking experiments, hyperparameters, metrics, and versioning.
· Conduct evaluation on hallucinations, retrieval consistency, reasoning depth, and multimodal accuracy.
· Model quantization (GGUF), optimization, and GPU memory tuning
· Agent frameworks & tool calling (FastMCP, Groq, Hugging Face)
· Stable Diffusion, ControlNet, LoRA fine-tuning, custom pipelines
· Diffusers, ComfyUI, or InvokeAI experience (bonus)
· Kafka-based event-driven systems
· FastAPI/Flask/Node.js backend development
· Third-party API integrations
· Docker, CI/CD, and cloud platforms (GCP/Azure)
· MongoDB, DuckDB,
· Embedding stores, vector databases (Pinecone / Qdrant), retrieval optimization
· MLflow for experiment tracking and model lifecycle
· Performance monitoring, logging, auditing, API observability
· React, Redux, Next.js, Electron.js for dashboards and AI interfaces
Mako IT Lab
Upload Resume
Drag or click to upload
Your data is secure with us, protected by advanced encryption.
Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.
We have sent an OTP to your contact. Please enter it below to verify.
Instantly access job listings, apply easily, and track applications.
chennai, tamil nadu, india
Experience: Not specified
Salary: Not disclosed
kolkata, bengaluru, mumbai (all areas)
10.0 - 20.0 Lacs P.A.
chennai, tamil nadu, india
Salary: Not disclosed
pune, maharashtra, india
Salary: Not disclosed
bengaluru, karnataka, india
Salary: Not disclosed
pune, maharashtra, india
Salary: Not disclosed
hyderabad, telangana, india
Experience: Not specified
Salary: Not disclosed
bengaluru
20.0 - 30.0 Lacs P.A.
6.0 - 10.0 Lacs P.A.
tamil nadu, india
Salary: Not disclosed
