.png){kind=logo}
Sri Lekha Kandadai
Mid-level Machine Learning Engineer specializing in MLOps, monitoring, and multimodal AI
Connect with Sri
Sri already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
ML/AI engineer focused on production-grade model reliability: built a monitoring and validation framework to detect drift, trigger anomaly alerts/retraining, and maintain consistent performance for device intelligence workflows at scale. Strong MLOps background with Python pipelines, Docker/Kubernetes deployments, Airflow orchestration, and real-time monitoring dashboards; experienced partnering with product managers to deliver business-facing insights.
Find your next great hire
Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.
Key Strengths
- Built and deployed production ML monitoring/validation framework for drift and performance degradation
- Scaled high-volume real-time inference workloads with horizontal scaling and compute/memory optimization
- Designed automated anomaly detection and retraining triggers to maintain model reliability over time
- Hands-on orchestration of ML workflows using Apache Airflow (DAGs) and Kubernetes (container orchestration)
- Metrics-driven evaluation of AI workflows (accuracy, latency, reliability) with stress testing and production monitoring
- Able to translate non-technical stakeholder goals into ML pipelines and dashboards for decision-making
Like what you see? We'll introduce you to Sri directly.
Experience
Education
Skills
Languages
Similar Candidates
Senior Machine Learning Engineer specializing in recommender systems, search, and NLP/GenAI
Mid-level AI/ML Engineer specializing in LLM training, RAG, and scalable inference
Senior AI Engineer specializing in LLMs, generative AI, and ML systems
Staff Machine Learning Engineer specializing in search, ranking, and LLM systems
Senior AI Engineer specializing in NLP and large language models
Staff Machine Learning Scientist specializing in NLP, LLMs, and Generative AI
Interested in Sri?
We'll personally introduce you - no strings attached.
Build your dream team with Reval
Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.
Discover more candidates like Sri
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent