Skip to content
View tanaynayak's full-sized avatar
📚
Learning
📚
Learning
  • Baltimore, MD

Organizations

@datatecnica @JHU-CLSP

Block or report tanaynayak

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
tanaynayak/README.md

About Me

Software Engineer – Machine Learning at Datatecnica, building AI-powered biomedical research systems across LLM agents, retrieval workflows, data infrastructure, and full-stack product development.

I work at the intersection of machine learning, backend engineering, and applied biomedical AI. My recent work focuses on agentic research platforms that connect language models with structured databases, scientific literature, PDFs, and domain-specific biomedical knowledge sources.

Previously, I worked as a Software Engineer at Cisco, where I built backend services and deployment infrastructure for production systems. I completed my MSE in Computer Science at Johns Hopkins University, with a focus on NLP, machine learning, and scientific discovery.

Work

  • Building AI research tools for biomedical discovery at Datatecnica
  • Developing LLM-powered agents for querying literature, genetic data, PDFs, and structured biomedical databases
  • Designing backend systems, APIs, retrieval pipelines, and user-facing workflows for AI products
  • Working across Python, FastAPI, React/TypeScript, SQL, Docker, GCP, and modern ML/LLM tooling

Technical Focus

Machine Learning & AI
LLMs, retrieval-augmented generation, agentic workflows, NLP, biomedical AI, model evaluation

Backend & Infrastructure
Python, FastAPI, SQL, Docker, cloud deployment, APIs, data pipelines

Frontend & Product Engineering
React, TypeScript, full-stack feature development, research-focused UX

ML/Data Tools
PyTorch, TensorFlow, pandas, NumPy, scikit-learn, Elasticsearch, BigQuery

Background

  • SWE – ML, Datatecnica
  • MSE Computer Science, Johns Hopkins University
  • Former Software Engineer, Cisco
  • BTech Computer Science, Manipal Institute of Technology

Links

Pinned Loading

  1. nlpssm-final-project nlpssm-final-project Public

    Codebase for CS 671 (NLP: Self Supervised Models) Final Project - Enhancing Text-to-Image Models through Direct Preference Optimization

    Jupyter Notebook 2

  2. ai-agents-final-project ai-agents-final-project Public

    CourseMate: A RAG-driven virtual assistant providing personalized academic support through knowledge retrieval and contextual response generation.

    Python 1

  3. genomic-chatbot genomic-chatbot Public

    A Python tool for querying and extracting detailed SNP and gene information from NCBI, with section parsing and relevance-based summarization.

    Python 1

  4. JHU-CLSP/turking-bench JHU-CLSP/turking-bench Public

    Web-grounded natural language instructions

    HTML 18 6