10 Aug
|
GeekyAnts
|
Bengaluru
10 Aug
GeekyAnts
Bengaluru
We’re hiring a Senior AI/ML Engineer to lead the design, optimization, and deployment of advanced AI systems. This role goes beyond integration — you’ll architect, fine-tune, and scale LLMs, vision, and speech models, while guiding junior engineers and influencing the AI roadmap for GeekyAnts. You’ll work across core ML/DL, RAG systems, AI in Robotics/IoT, and inference optimization, ensuring production-grade reliability, explainability, and innovation.
Key Responsibilities
Architecture & System Design
Architect and deploy end-to-end AI systems — from data pipelines to model serving.
Design modular SDKs for multi-provider AI integration (OpenAI, Claude, Gemini, LLaMA).
Lead decision-making on cloud vs self-hosted LLM deployment (Ollama, vLLM, TGI).
Guide infrastructure design for scalability, observability, and cost efficiency using GPU clusters, Ray, or KServe.
Collaborate with backend, MLOps, and infra teams to ensure high availability and low latency across AI workloads.
Core ML / DL Development
Train and fine-tune models (CNN, RNN, Transformers) across text, vision,
and speech domains.
Implement LoRA / PEFT fine-tuning for custom LLMs, embedding models, and instruction-tuned variants.
Work with open-source and proprietary model repositories (Hugging Face, Kaggle, Hugging Face Spaces).
Optimize model architectures for inference performance, quantization, and memory efficiency.
Conduct A/B testing, cross-validation, and human evaluation on model outputs.
Build internal evaluation benchmarks and dataset management pipelines for consistent model scoring and comparison.
Data & Dataset Engineering
Curate, clean, and version-control datasets for text, image, and audio modalities.
Build pipelines for data labelling, augmentation, and validation using Airflow / Prefect.
Create and manage feature stores, embedding repositories, and dataset registries.
Leverage open datasets (e.g., Common Crawl, LAION, OpenImages, LibriSpeech) and integrate custom enterprise datasets.
En
📌 Senior Software Engineer (Bengaluru)
🏢 GeekyAnts
📍 Bengaluru