Srinija Dharani

Product Manager

San Jose, California, United States2 yrs 1 mo experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in building human-centered AI solutions.
Proven leadership in tech community engagement.
Strong background in healthcare technology integration.

Stackforce AI infers this person is a Full Stack Machine Learning Engineer with a focus on Healthcare technology.

Contact

Skills

Core Skills

Large Language Models (llm)Natural Language Processing (nlp)Amazon Web Services (aws)Retrieval-augmented Generation (rag)Hyperparameter OptimizationLeadershipPublic SpeakingArtificial Intelligence (ai)Image Processing

Other Skills

SnowflakeAgentic AIUDFsAWS SageMakerCDKAWS LambdaAmazon BedrockPrompt EngineeringAWS BedrockNLPLangChainLLaMALarge Language Model Operations (LLMOps)Feature EngineeringUnit Testing

About

Growing up, I was always surrounded by the value of making a meaningful difference in people’s lives. While I had the freedom to explore my own path, that early influence stayed with me. Over time, I found my passion at the intersection of technology, healthcare, and innovation, a space where real-world problems meet the power of data, AI, and thoughtful engineering. Today, I’m focused on building solutions that are not only technically strong but also human-centered. If your ideas align with mine, hit me up. I’d love to have a nice chat! :D

Experience

2 yrs 1 mo

Total Experience

8 mos

Average Tenure

1 yr

Current Experience

Inovalon

SDE I - Full Stack ML

Jun 2025 – Present · 1 yr

Build production-ready AI systems.
Complete ownership of designing and building Snowflake data pipelines for ingesting and evaluating ML prediction events and real-world claim outcomes using Snowflake SQL, Tasks, Stored Procedures, and control tables, enabling incremental loads and analytics-ready fact tables and converting them into actionable insights in PowerBI.
Develop a medical chart highlighting solution, evolving from traditional NLP to an LLM-based approach using AWS Bedrock, applying NLP, prompt engineering, and cloud orchestration to extract clinically relevant insights from unstructured medical text.
Integrate LLM capabilities via AWS Bedrock into existing NLP pipelines, designing modular components to support safe rollout, iteration, and future model upgrades.

Amazon Web Services (AWS)SnowflakeLarge Language Models (LLM)Agentic AIUDFsAWS SageMaker+5

Florida state university

2 roles

Research Assistant

Dec 2024 – Jun 2025 · 6 mos · Tallahassee Metropolitan Area · Hybrid

Worked under Dr. Xian Mallory in the field of computational biology.
Collaborated on developing matrix-based algorithms to analyze mutation co-occurrence in large-scale genomic datasets.
Explored computational frameworks for detecting patterns of simultaneous mutation presence across high-dimensional data.

Research Assistant

Aug 2024 – Dec 2024 · 4 mos · Tallahassee Metropolitan Area · Hybrid

- Contributed to research by developing a RAG pipeline with LangChain, LLaMA3, and OllamaLLM, optimized using vector embeddings for precise, context-aware technical responses.

LangChainRetrieval-Augmented Generation (RAG)LLaMALarge Language Model Operations (LLMOps)

Inovalon

Software Development Engineer Intern

Jun 2024 – Aug 2024 · 2 mos · Bowie, MD · Remote

Improved Provider Workforce Management System, reducing mean error rate by 5% through hyperparameter tuning.
Developed 50+ unit tests for Payer Unify Optimizer, enhancing robustness and dependability.
Increased false positive capture by 40% in Unify Optimizer by identifying and fixing codebase issues.
Analysed 150+ AWS Comprehend Medical instances, gaining insights into Unify Optimizer performance.
Experimented with AWS Lambda functions to migrate the existing codebase into Lambda function and handler on AWS.

Hyperparameter OptimizationFeature EngineeringAWS LambdaUnit TestingNatural Language Processing (NLP)Business Knowledge+10

Tata elxsi

Software Development Engineer Intern

May 2022 – Aug 2022 · 3 mos · Bengaluru, Karnataka, India · Remote

Involved in developing a system called IRIS for anomaly detection in industries – mislabelling packets, inconsistent filling of liquids in bottles, broken seals of vaccine bottles, among others.
Worked on a video surveillance system for workplace safety to track real-time interaction of workers, construction equipment, and machinery, and maintain workplace protocol.
Helped my team participate in the Hannover Messe Exhibition 2022 under the AI & Machine Learning domain.

Image ProcessingDatabasesConvolutional Neural Networks (CNN)Feature EngineeringGitObject Detection+13

Github community gitam

President & Founder

Dec 2021 – Apr 2023 · 1 yr 4 mos · Bengaluru, Karnataka, India · Hybrid

Led a team of 45 tech and non tech professionals to conduct over 20 tech events over the span of 18 months
Delivered two workshops on data analysis for undergrads
Led a team of 50 professionals to organize an inter campus techno-cultural fest

Node.jsPresentationsFigma (Software)CommunicationOperations ManagementLeadership

Github

GitHub Campus Expert

Oct 2021 – Jul 2023 · 1 yr 9 mos · Bangalore Urban, Karnataka, India · Remote

Selected one of 88 student leaders from all over the world to build diverse and inclusive spaces, focusing on tech.
Fostered a strong technical community through workshops and seminars, focusing on modern technologies and collaboration tools, which has over 400 members.
Delivered lectures and workshops on Git & GitHub, Data Analysis, and other technologies for graduate-level audience.
Conducted a large-scale inter-campus technical fest, Epoch, for over 10,000 students.

Public SpeakingFirebaseGitPresentationsEvent ManagementLeadership+9

Microsoft

Learn Student Ambassador

Jan 2021 – Jan 2022 · 1 yr · Bangalore Urban, Karnataka, India · Remote

Delivered webinar on Azure Web Services to an audience of 50 students and professionals.
Promoted to Beta Ambassador for outstanding performance.
Helped fellow ambassadors in conducting technical events and workshops.

PresentationsWeb DevelopmentEvent ManagementMicrosoft AzureCommunicationPublic Speaking