Shrishti Karkera
Senior Machine Learning @ Trulogik | UB TechBuff Hackathon ’23 | MS, Computer Science, SUNY @ Buffalo | GCP MLOps | AWS Certified Solutions Architect
- Role
- Senior Machine Learning Engineer at Trulogik Inc.
- Location
- Washington, DC, US
- LinkedIn followers
- 500 followers
About Shrishti Karkera
Hello!I am a Senior Machine Learning Engineer and AWS Certified Solutions Architect with a Master’s in Computer Science (specializing in NLP) from SUNY, Buffalo. My expertise lies in building production-grade AI systems that bridge the gap between complex research and scalable cloud architecture.Throughout my career at companies like Trulogik, Canonical, and Quantiphi, I have:1. Engineered Clinical AI: Achieved 96% accuracy in EHR extraction using Vision-Language Models (VLMs) and HIPAA-compliant de-identification pipelines.2. Built Scalable MLOps: Deployed full-stack machine learning portfolios using Kubeflow, MLflow, and Azure Kubernetes Service (AKS).3. Optimized Retrieval: Developed high-precision semantic search architectures using Clinical-ModernBERT and Qdrant for sub-0.5ms latency.4. Clinical Domain Adaptation: Good experience in utilizing QLoRA and LoRA for PEFT of medical LLMs, successfully adapting large-scale models to handle the nuances of clinical nomenclature and EHR datasets without the compute overhead of full-parameter updates.5. I love reading research papers, explore and implement novel techniques that helps improve results or teach a valuable lesson. Thank you for taking the time to review my profile, and I look forward to the possibility of working together to drive innovation and excellence.
Experience
Senior Machine Learning Engineer
Oct 2025 — Present · MD, US
Education
University at Buffalo
Master's degree, Computer Science
University of Mumbai
Bachelor of Engineering - BE, Information Technology
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