$ whoami

Bhanu Lanka

bhanuprakash.l@outlook.com · 352-740-5302 · Gainesville, FL · LinkedIn · GitHub
$ cat about.txt

Master's grad & Data Scientist crafting innovative ML solutions at the intersection of deep learning, MLOps, and cloud tech. At UF, pioneered transformer models from scratch for crop analysis on 500M+ datasets, optimized with FSDP for multi-GPU efficiency, and fine-tuned via QLoRA for precision. Deployed RAG frameworks for actionable insights. Previously at Wipro, engineered scalable AWS pipelines, Kubernetes clusters, and CI/CD automation, slashing deployment times by 50%. Passionate about accelerating breakthroughs in Data Science—let's code the future!!

$ ls skills/
$ tail -n +1 experience.log

Software Engineer (Machine Learning) — University of Florida

Jan 2024 – Present · Gainesville, FL
  • Built transformer surrogate models (Tuber Yield, Soil N) trained on 500M+ synthetic samples.
  • Orchestrated distributed training with PyTorch FSDP on multi‑GPU clusters.
  • Designed a RAG framework using gradient‑based sensitivity for fertilizer recommendations.
  • Fine‑tuned with QLoRA on small, high‑value datasets to boost real‑world accuracy.
  • Managed 10k+ drone images with Python GIS libraries to feed training pipelines.

Software Engineer (Cloud Infrastructure) — Wipro

Jul 2021 – Aug 2023 · Hyderabad, India (Hybrid)
  • Built AWS infra with Terraform for scalable deep‑learning training & inference.
  • Containerized Java/Node/Python apps with ECS Fargate; cut deploy time by ~50%.
  • Implemented CI/CD with Jenkins & Git; increased deploy velocity by ~60%.
  • Operated EKS for 6+ apps; +35% uptime, −60% manual ops via Helm/YAML.
  • Reduced EC2 costs by ~40% with Lambda‑driven non‑prod scheduling.

Cloud Engineer Intern — Devathon

Jul 2020 – Jun 2021 · India
  • Automated security checks with AWS Config and least‑privilege IAM; −50% audit prep time.
  • Refactored monoliths to microservices with Docker/K8s; +25% performance; added DR with automated backups.
$ tree projects/ -L 1

Kursor

Python · ReAct · Terminal Agent

AI agent for your terminal that uses ReAct to manage files, write code, and execute shell commands from natural language.

Self-RAG

Python · LangGraph · RAG

Self-RAG agent with multi-stage retrieval and self-reflection for higher-fidelity answers.

Corrective-RAG

Python · LangChain · Web Search

Corrective RAG workflow that adds web-search fallback and iterative refinement.

LangCraft

Python · LangChain/LangGraph

Agent that generates personalized LinkedIn posts using few-shot learning from your style.

LangGraph SQL Agent

Python/Notebook · SQLAlchemy

Interactive AI-powered SQL agent that translates questions into SQL for a food-ordering database.

LangChain SQL Agent (demo)

Python/Notebook · LangChain

Builds an LLM agent that understands questions, queries a SQL DB, and explains results.

More on GitHub → https://github.com/BhanuPrakash7668

$ grep -R \"education\" ./profile.json
$ grep -R \"certifications\" ./profile.json
$ ls Research & Exploration/
$ echo \"ping\" | nc contact.me 1337