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I'm Yaswanth Reddy Alla, an AI/ML Engineer with 4 years of experience building and deploying Generative AI and LLM-based systems, including RAG pipelines, prompt engineering, and model fine-tuning (SDXL, LLaVA-13B, LoRA). I deliver production-ready AI solutions on AWS/GCP with CI/CD, ETL/ELT, and MLOps practices. An IEEE ICDECS 2024 published researcher, I have demonstrated impact in applied ML with a 92% F1-score on complex healthcare classification tasks. I thrive at the intersection of research and engineering, turning complex problems into scalable AI-enabled solutions. I enjoy collaborating across teams to drive measurable improvements and bring novel ideas from concept to production.…I'm Yaswanth Reddy Alla, an AI/ML Engineer with 4 years of experience building and deploying Generative AI and LLM-based systems, including RAG pipelines, prompt engineering, and model fine-tuning (SDXL, LLaVA-13B, LoRA). I deliver production-ready AI solutions on AWS/GCP with CI/CD, ETL/ELT, and MLOps practices. An IEEE ICDECS 2024 published researcher, I have demonstrated impact in applied ML with a 92% F1-score on complex healthcare classification tasks. I thrive at the intersection of research and engineering, turning complex problems into scalable AI-enabled solutions. I enjoy collaborating across teams to drive measurable improvements and bring novel ideas from concept to production.

Yaswanth Reddy Alla

AI Engineer, Data Scientist, Full Stack Developer, +2

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I'm Yaswanth Reddy Alla, an AI/ML Engineer with 4 years of experience building and deploying Generative AI and LLM-based systems, including RAG pipelines, prompt engineering, and model fine-tuning (SDXL, LLaVA-13B, LoRA). I deliver production-ready AI solutions on AWS/GCP with CI/CD, ETL/ELT, and MLOps practices. An IEEE ICDECS 2024 published researcher, I have demonstrated impact in applied ML with a 92% F1-score on complex healthcare classification tasks. I thrive at the intersection of research and engineering, turning complex problems into scalable AI-enabled solutions. I enjoy collaborating across teams to drive measurable improvements and bring novel ideas from concept to production.…I'm Yaswanth Reddy Alla, an AI/ML Engineer with 4 years of experience building and deploying Generative AI and LLM-based systems, including RAG pipelines, prompt engineering, and model fine-tuning (SDXL, LLaVA-13B, LoRA). I deliver production-ready AI solutions on AWS/GCP with CI/CD, ETL/ELT, and MLOps practices. An IEEE ICDECS 2024 published researcher, I have demonstrated impact in applied ML with a 92% F1-score on complex healthcare classification tasks. I thrive at the intersection of research and engineering, turning complex problems into scalable AI-enabled solutions. I enjoy collaborating across teams to drive measurable improvements and bring novel ideas from concept to production.

Available to hire

I’m Yaswanth Reddy Alla, an AI/ML Engineer with 4 years of experience building and deploying Generative AI and LLM-based systems, including RAG pipelines, prompt engineering, and model fine-tuning (SDXL, LLaVA-13B, LoRA). I deliver production-ready AI solutions on AWS/GCP with CI/CD, ETL/ELT, and MLOps practices. An IEEE ICDECS 2024 published researcher, I have demonstrated impact in applied ML with a 92% F1-score on complex healthcare classification tasks.

I thrive at the intersection of research and engineering, turning complex problems into scalable AI-enabled solutions. I enjoy collaborating across teams to drive measurable improvements and bring novel ideas from concept to production.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Work Experience

AI Engineer at Piper Sandler

April 1, 2025 - November 1, 2025

Developed LLM-powered internal research tools using Retrieval-Augmented Generation (RAG) with LangChain and Pinecone/FAISS to support analyst workflows across sentiment, macroeconomic, and fundamental research. Improved LLM response quality via prompt engineering, document chunking strategies, and embedding-based retrieval. Contributed to agent-style AI workflows with structured task orchestration and context management for multi-step analyses. Collaborated with ML and backend teams to expose LLM services via REST APIs for scalable pipelines and model evaluation.

AI/ML Engineer at SAP

January 1, 2022 - May 1, 2024

Designed and deployed a controllable SDXL image generation pipeline using Multi-LoRA and composable diffusion techniques, improving image fidelity and regional control by 35%. Built a 25K-image synthetic training dataset leveraging automated vision-language captioning (LLaVA-13B, BLIP-2) and parallel data pipelines to improve fine-tuning stability. Fine-tuned custom SDXL LoRA models with Noise Offset and Min-SNR weighting to reduce training instability and improve generalization. Conducted systematic hyperparameter optimization and evaluated SAM with Stable Diffusion inpainting and IP-Adapter/ControlNet variants to enhance localized editing.

ML Intern at Goldman Sachs

May 1, 2021 - December 1, 2021

Developed Python-based data ingestion and preprocessing pipelines to consolidate multi-source financial time-series data, delivering clean datasets for quantitative analytics. Performed feature engineering, validation, and data quality checks on market and factor datasets to support regional systematic equity strategies. Automated end-of-day portfolio rebalancing and index calculation processes, improving reliability and reproducibility of ML-driven portfolio analytics.