Sachin Komati

Mid-level AI/ML Engineer specializing in GenAI, RAG, and healthcare ML

BlackRockFlorida International UniversityFlorida, USA5 Years ExperienceMid Level

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About

Built an end-to-end GenAI/RAG platform for financial compliance and research at BlackRock, focused on safe, auditable answers in a highly regulated environment. Combines strong LLM engineering depth with production platform skills and delivered clear business impact, including reducing research/compliance turnaround from hours to seconds, improving retrieval relevance by 22%, and cutting inference costs by 75%.

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Key Strengths

end-to-end ownership of production GenAI systems
deep expertise in compliant AI for regulated finance
RAG architecture and retrieval optimization
LLM fine-tuning for compliance behavior using LoRA and DPO
strong AI safety and evaluation practices
hybrid model deployment strategy balancing cost and performance
scalable ML platform engineering with Spark, Kafka, FAISS, Pinecone, and vLLM
Python platform/service design for internal reuse
measurable product impact: turnaround time reduced from hours to seconds
measurable product impact: retrieval relevance improved by 22%
measurable product impact: inference costs reduced by 75%

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Experience

AI/ML EngineerBlackRock · Mar 2025 – Present

Machine Learning Research EngineerGE HealthCare · Apr 2024 – Mar 2025

Machine LearningVirtual Infotech Solutions · Jan 2019 – Jul 2022

Education

Florida International Universitymaster, Computer Science (2024)

Jawaharlal Nehru Technological University, Kakinadabachelor, Computer Science & Engineering (2019)

Awards

Star Research Award - Society of Critical Care Medicine (SCCM) 2025 Critical Care Congress
3 Presidential Awards - ACG 2025
Poster of Distinction honors for 2 abstracts - AASLD 2025 The Liver Meeting
Meritorious certificate for outstanding contribution - StartupStack Entrepreneurial Summit
100% scholarship for the entire Undergraduate course

Skills

SDLC Agile MLOps Cross-Functional Collaboration Machine Learning Deep Learning Model Deployment Computer Vision Python C++SQL TensorFlow PyTorch Scikit-learn Keras

Languages

English

Certifications

AI in HealthcareBiostatistics in Public HealthEpidemiology in Public Health PracticeResponsible Conduct of Research (RCR)Biomedical Human Research CourseGood Clinical Practice (GCP)

Publications

15 publications

Postoperative delirium predictionPolyp recurrence and malignancy risk predictionGastrointestinal bleeding detectionCapsule endoscopy lesion detectionVision Transformers for medical imagingPostoperative sepsis and wound infection predictionGI disease progression forecastingColorectal polyp detection and classificationCancer mortality trend analysisLSTM-based clinical outcome predictionLeaf disease detection using image processing