Impact Analytics
Impact Analytics delivers AI-native SaaS solutions and consulting services to maximize profitability and customer satisfaction through predictive analytics. The company is a leader in AI innovation for forecasting, planning, and operational excellence across multiple sectors.
Company: Impact Analytics
Role: AI Architect
Location: Bangalore
AI/ML, Advanced machine learning, Deep learning architecture, Time-series forecasting, Foundational forecasting models, Demand forecasting, Inventory forecasting, Retail planning models, Model evaluation, Benchmarking, Drift detection, Monitoring, Scalable ML system design, MLOps, LLM fine-tuning, Domain adaptation, Supervised Fine-Tuning (SFT), RLHF / RLAIF workflows, Prompt engineering, Prompt evaluation, Retrieval-Augmented Generation (RAG), Agentic AI architecture, Guardrails, Hallucination reduction, LLM safety, End-to-end AI platform architecture, Cloud-native AI systems, AWS, Azure, GCP, Distributed training, Inference optimization, Vector databases, Semantic search, Model serving, Latency optimization, Cost optimization, Data lakehouse architecture, Feature store architecture, Snowflake, Spark, Kubernetes, Docker, Gemini, Open-source LLMs, Vector DBs: Pinecone, Weaviate, FAISS, Milvus
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