{"name":"Vikranth Reddimasu","role":"Research Engineer, RL","status":"Open to work","email":"vikranthreddimasu@gmail.com","website":"https://vikranthreddimasu.me","resume":"https://vikranthreddimasu.me/resume.pdf","github":"https://github.com/vikranthreddimasu","linkedin":"https://linkedin.com/in/vikranthreddimasu","x":"https://x.com/vikranth","summary":"Research Engineer at Surge AI working on reinforcement learning tasks and verifiable software environments for coding agents. M.S. in Data Science from the University of Maryland, College Park. Previously worked on AI document processing and underwriting at CRE Brains and co-founded Zero Sols, a six-person studio that shipped 20+ applications for paying clients. Based in the San Francisco Bay Area and interested in founding engineer and applied AI product roles.","education":[{"degree":"M.S. in Data Science","institution":"University of Maryland, College Park","gpa":3.85,"period":"Aug 2024 to May 2026","coursework":["Deep Learning","Advanced Machine Learning","Natural Language Processing","Big Data Systems","Principles of Machine Learning","Algorithms"]},{"degree":"B.Tech in Artificial Intelligence & Data Science","institution":"VVIT (Vasireddy Venkatadri Institute of Technology), Guntur, India","gpa":3.6,"period":"Aug 2020 to May 2024","coursework":["Probability & Statistics","Machine Learning","Big Data Analytics","Design & Analysis of Algorithms","Data Structures","AI Tools & Techniques","Automata Theory","Operating Systems"]}],"experience":[{"company":"Surge AI","role":"Research Engineer, RL","employmentType":"Contract","period":"Sep 2026 to Present","location":"Remote","bullets":["Designing reinforcement learning tasks and verifiable software engineering environments for training and evaluating frontier coding agents.","Developing task specifications, evaluation criteria, and feedback signals that target complex reasoning, tool use, and end-to-end coding performance."]},{"company":"Stealth AI Startup (CRE Brains)","role":"AI Product Engineer","employmentType":"Part-time","period":"May 2026 to Jul 2026","location":"Remote","bullets":["Built on earlier document processing work to help develop AI underwriting features, turning information from leases and financial documents into analysis users could review when evaluating properties."]},{"company":"Stealth AI Startup (CRE Brains)","role":"AI Engineer Intern","employmentType":"Internship","period":"Mar 2026 to May 2026","location":"Remote","bullets":["Worked on AI document processing at CRE Brains, helping extract and organize information from commercial real estate documents for property analysis and underwriting."]},{"company":"Zero Sols","role":"Co-Founder","employmentType":"Part-time","period":"Aug 2023 to Jul 2024","location":"India","bullets":["Co-founded and ran a software studio through college, growing it to a team of 6. Recruited and directed students and engineers, set the technical direction, and owned client relationships and delivery.","Shipped 20+ production applications for paying clients. Stayed hands-on with architecture and the hardest parts of the build while delegating the rest."]},{"company":"Amazon Web Services (AWS)","role":"AI/ML Intern","employmentType":"Part-time","period":"Dec 2022 to Mar 2023","location":"Hyderabad, India (Remote)","bullets":["Built and evaluated machine learning models for internal, data-driven projects. Ran data cleaning, preprocessing, and exploratory analysis to lift data quality and model performance.","Supported feature engineering, training, and validation on structured and unstructured datasets, and contributed to testing, monitoring, and deployment in cloud environments.","Worked with engineers and data scientists to analyze results, document findings, and improve model workflows."]},{"company":"University Innovation Fellows","role":"University Innovation Fellow","period":"Oct 2022 to May 2024","location":"VVIT, India","bullets":["Helped run design thinking workshops that reached more than 5,000 students across multiple universities, and represented VVIT at the Stanford Silicon Valley Meet-up in March 2023.","Worked with the UIF team on VVIT Ecosys and with Earth Sitters to reduce plastic waste. Helped launch Campus Shark Tank with mentors, resources, and pitch opportunities, and a foreign language club that reached hundreds of students and supported exchange with fellows abroad.","Served on the editorial board of Change Forward Journal, third edition, and authored two published articles."]}],"certifications":[{"name":"AI Agents Fundamentals","issuer":"Hugging Face","issued":"May 2025","url":"https://huggingface.co/datasets/agents-course/certificates/resolve/main/certificates/rvikranth10/2025-05-28.png"},{"name":"AWS Academy Machine Learning Foundations","issuer":"Amazon Web Services (AWS)","issued":"Feb 2023","url":"https://www.credly.com/go/9lwEVLw2"},{"name":"AWS Academy Data Analytics","issuer":"Amazon Web Services (AWS)","issued":"Oct 2022","url":"https://www.credly.com/go/3WjU2AbK"},{"name":"AWS Academy Cloud Foundations","issuer":"Amazon Web Services (AWS)","issued":"Apr 2022","url":"https://www.credly.com/go/gMG2dhGS"}],"spokenLanguages":[{"language":"English","proficiency":"Native or bilingual proficiency"},{"language":"Hindi","proficiency":"Full professional proficiency"},{"language":"Spanish","proficiency":"Limited working proficiency"},{"language":"Telugu","proficiency":"Native or bilingual proficiency"}],"skills":{"AI & ML":["Generative AI","Agentic AI","LLMs (Claude, OpenAI, Llama, Minimax)","RAG","Text2SQL","LLM Fine-tuning & Distillation","Prompt Engineering","Benchmark Optimization","Distributed Training (DDP, DeepSpeed)","Transformers","NLP","Reinforcement Learning","PPO","World Models","Coding Agents","Reinforcement Learning Environments","LLM & Agent Evaluation","Semantic Search","Machine Learning System Design","Deep Learning","Feature Engineering","Model Building","Pattern Recognition","Sentiment Analysis","AI Ethics and Privacy","Neural Network Architecture","Policy Gradients","Reward Shaping"],"Frameworks":["LangGraph","LangChain","LlamaIndex","OpenHands-SDK","Goose","PyTorch","TensorFlow","FastAPI","React","Next.js","Pydantic","WebSockets","MLX","Horovod","Scikit-Learn","Hugging Face Transformers","Ollama","llama.cpp","Gradio","Pillow","Optuna","Electron","REST APIs"],"Languages":["Python","SQL","R","TypeScript","Bash","Pyth"],"Databases & Cloud":["PostgreSQL","ChromaDB","PGVector","Docker","CI/CD","GitHub Actions","HuggingFace Spaces","OpenRouter","Git","Amazon Web Services (AWS)","AWS Architecture","AWS Cloud Services","Building Infrastructure on AWS","Database Management Systems"],"Distributed Systems":["PyTorch Distributed Systems","Metal Performance Shaders (MPS)","CUDA","High Performance Computing (HPC)","Gradient Compression","gRPC","Zeroconf/Bonjour","Ring AllReduce","NCCL","SLURM"],"Data & Visualization":["Pandas","NumPy","Matplotlib","Plotly","Streamlit","Jupyter","yfinance","Data Science","Data Analytics","Exploratory Data Analysis","Data Processing","Data Extraction","Web Scraping","Data Visualization","Statistics","Statistical Inference","Statistical Simulation","Bayesian Inference","Time Series Analysis","Health Informatics"],"Product & Leadership":["Product Development","Design Thinking","User Interface Design","User Experience Design","UX Research","Web Development","Computer Engineering","Algorithms","Data Structures","Research Skills","Project Management","Leadership","Teamwork","Communication","Organization Skills","Problem Solving","Analytical Skills","Decision-Making","Hands-on Training","Social Entrepreneurship","Personal Branding"]},"projects":[{"title":"Arya: Beating the OfficeQA Benchmark","slug":"arya","description":"Reached 72.0% accuracy on OfficeQA in Sentient Labs Arena Cohort 0. Solo build, one 6.3 KB system prompt, no MCP servers, no custom agent code.","techStack":["Python","Jinja2","OpenHands-SDK","Goose","Minimax M2.5","OpenRouter","Docker"],"url":"https://vikranthreddimasu.me/projects/arya","githubUrl":"https://github.com/vikranthreddimasu/arena-cli","liveUrl":null},{"title":"PronounceAI: Explainable Pronunciation Coaching","slug":"pronounceai","description":"An NLP pronunciation coach that scores speech at the phoneme level and renders the learner's own voice in a target accent.","techStack":["Python","FastAPI","Next.js","wav2vec2","Whisper","CosyVoice 3","Kokoro","WavLM"],"url":"https://vikranthreddimasu.me/projects/pronounceai","githubUrl":"https://github.com/vikranthreddimasu/PronounceAI","liveUrl":"https://vikranthreddimasu.github.io/PronounceAI/"},{"title":"Pac-Man AI: From Reinforcement Learning to World Models","slug":"pacman-ai","description":"A PPO agent learns to play Pac-Man, then an RSSM world model learns to dream the game, and a dream agent learns to play entirely inside those dreams.","techStack":["Python","PyTorch","PPO","RSSM","NumPy","MPS"],"url":"https://vikranthreddimasu.me/projects/pacman-ai","githubUrl":"https://github.com/vikranthreddimasu/pacman-ai","liveUrl":null},{"title":"WealthAgent: Multi-Agent AI for Financial Analytics","slug":"wealthagent","description":"Multi-agent AI system using LangGraph and Claude for financial analytics and trade cost analysis.","techStack":["Python","LangGraph","Anthropic Claude","FastAPI","React","PostgreSQL","Docker"],"url":"https://vikranthreddimasu.me/projects/wealthagent","githubUrl":"https://github.com/vikranthreddimasu/wealthagent","liveUrl":null},{"title":"MacFleet: Distributed ML for Apple Silicon","slug":"macfleet","description":"Pool Apple Silicon Macs into a distributed ML training cluster with auto-discovery, adaptive compression, and thermal-aware scheduling.","techStack":["Python","PyTorch","MLX","gRPC","mDNS","Ring AllReduce"],"url":"https://vikranthreddimasu.me/projects/macfleet","githubUrl":"https://github.com/vikranthreddimasu/MacFleet","liveUrl":null},{"title":"Offline Notebook LM","slug":"offline-notebook-lm","description":"Ask questions about your own documents and get answers, entirely offline. No cloud, no data leaving your machine.","techStack":["Python","Electron","React","FastAPI","ChromaDB","sentence-transformers"],"url":"https://vikranthreddimasu.me/projects/offline-notebook-lm","githubUrl":"https://github.com/vikranthreddimasu/notebook-lm","liveUrl":null},{"title":"GAN for MNIST Synthesis","slug":"gan-mnist","description":"Generative Adversarial Network trained on MNIST and deployed as a live demo on HuggingFace Spaces.","techStack":["Python","PyTorch","Gradio","HuggingFace Spaces","Docker"],"url":"https://vikranthreddimasu.me/projects/gan-mnist","githubUrl":"https://github.com/vikranthreddimasu/mnist-gan","liveUrl":"https://huggingface.co/spaces/rvikranth10/mnist-gan"},{"title":"Distributed Transformer Training with Horovod","slug":"horovod-transformer","description":"Custom GPT-style transformer trained from scratch on BookCorpus using Horovod across 4x H100 GPUs, from raw data to text generation.","techStack":["Python","PyTorch","Horovod","NCCL","SLURM","HuggingFace"],"url":"https://vikranthreddimasu.me/projects/horovod-transformer","githubUrl":"https://github.com/vikranthreddimasu/umd_classes/tree/UmdTask31_Fall2025_Horovod_Distributed_Training_of_a_Transformer_Model_for_Text_Generation/class_project/MSML610/Fall2025/Projects/UmdTask31_Horovod_Distributed_Training_of_a_Transformer_Model_for_Text_Generation","liveUrl":null},{"title":"Steve Jobs Stack","slug":"steve-jobs-stack","description":"A set of coding-agent skills for product decisions, reviewing existing work, and writing launch material.","techStack":["Claude Code","Codex","Agent Skills","Markdown","Prompt Engineering"],"url":"https://vikranthreddimasu.me/projects/steve-jobs-stack","githubUrl":"https://github.com/vikranthreddimasu/steve-jobs-stack","liveUrl":null},{"title":"Bitcoin Price Analysis with Ollama","slug":"bitcoin-analysis","description":"A dashboard that combines live Bitcoin prices, time-series indicators, and summaries from a local language model.","techStack":["Python","pandas","Ollama","Mistral 7B","Streamlit","Docker"],"url":"https://vikranthreddimasu.me/projects/bitcoin-analysis","githubUrl":"https://github.com/vikranthreddimasu/tutorials","liveUrl":null},{"title":"Formula 1 Qualifying and Race Analysis","slug":"formula-one-analysis","description":"A data science project studying qualifying performance and race outcomes using historical Formula 1 data.","techStack":["Python","Data Science","Predictive Analytics"],"url":"https://vikranthreddimasu.me/projects/formula-one-analysis","githubUrl":null,"liveUrl":null},{"title":"Plant Disease Detection","slug":"plant-disease-detection","description":"A machine learning and deep learning application that identifies plant diseases from leaf images.","techStack":["Python","Flask","SVC","ANN","CNN","ResNet50"],"url":"https://vikranthreddimasu.me/projects/plant-disease-detection","githubUrl":"https://github.com/vikranthreddimasu/Plant-Disease-Detection","liveUrl":null},{"title":"Healthcare Article Analysis","slug":"healthcare-data-analysis","description":"Web extraction and text analysis of healthcare articles, covering sentiment, readability, and linguistic complexity.","techStack":["Python","Web Scraping","Sentiment Analysis","NLP","Statistics"],"url":"https://vikranthreddimasu.me/projects/healthcare-data-analysis","githubUrl":"https://github.com/vikranthreddimasu/Healthcare-Data-Analysis-Project","liveUrl":null}],"activities":[{"title":"Stanford Silicon Valley Meet-up","slug":"stanford-meetup","description":"Invited to Stanford University as a University Innovation Fellow for the Silicon Valley Meet-up, connecting with fellows and innovators from across the globe.","period":"March 2023","tags":["University Innovation Fellows","Stanford","Leadership","Innovation"],"url":"https://vikranthreddimasu.me/activities/stanford-meetup"},{"title":"Design Thinking Workshops","slug":"design-thinking-workshops","description":"Co-facilitated Design Thinking workshops at multiple universities as a UIF team, impacting over 5,000 students through hands-on sessions on empathy, ideation, and prototyping.","period":"2023 — 2024","tags":["Design Thinking","Workshops","Education","Leadership"],"url":"https://vikranthreddimasu.me/activities/design-thinking-workshops"},{"title":"Change Forward Journal — Editorial Board","slug":"change-forward-journal","description":"Served as Editorial Board Member for Stanford UIF's Change Forward Journal 3rd edition and authored two published articles on innovation in higher education.","period":"2022 — 2023","tags":["Stanford UIF","Publications","Editorial Board","Writing"],"url":"https://vikranthreddimasu.me/activities/change-forward-journal"},{"title":"Zero Sols","slug":"zero-sols","description":"Co-founded a six-person software studio that shipped more than twenty applications for paying clients.","period":"2023 — 2024","tags":["Startup","Web Development","UI/UX","Entrepreneurship"],"url":"https://vikranthreddimasu.me/activities/zero-sols"},{"title":"Campus initiatives at VVIT","slug":"campus-initiatives","description":"Student projects in sustainability, entrepreneurship, language learning, and blockchain education.","period":"2022 to 2024","tags":["University Innovation Fellows","Leadership","Sustainability","Entrepreneurship"],"url":"https://vikranthreddimasu.me/activities/campus-initiatives"}],"resources":[{"title":"The Golden Circle","slug":"golden-circle","description":"Simon Sinek's framework for starting with 'Why', and how it shapes every project I build.","tags":["Framework","Leadership","Strategy"],"url":"https://vikranthreddimasu.me/resources/golden-circle"},{"title":"Design Thinking","slug":"design-thinking","description":"A human-centered approach to problem-solving that starts with empathy and ends with tested prototypes.","tags":["Methodology","UX","Problem Solving"],"url":"https://vikranthreddimasu.me/resources/design-thinking"}],"leadership":["Stanford University Innovation Fellow, Silicon Valley Meet-up at Stanford (March 2023)","Editorial Board Member of Stanford UIF Change Forward Journal 3rd edition, authored two published articles","Ran Design Thinking workshops at multiple universities as a UIF team, reaching 5,000+ students","Co-founded Zero Sols, a web development, UI/UX, and brand identity startup","Helped lead VVIT Ecosys, Campus Shark Tank, and a foreign language club through University Innovation Fellows","Led the university chapter of Bharat Blockchain Yatra and participated in the Entrepreneurship Cell"],"metadata":{"lastUpdated":"2026-10-12","apiVersion":"v1","llmsTxt":"https://vikranthreddimasu.me/llms.txt","llmsFullTxt":"https://vikranthreddimasu.me/llms-full.txt","agentJson":"https://vikranthreddimasu.me/.well-known/agent.json","openapi":"https://vikranthreddimasu.me/openapi.json","developers":"https://vikranthreddimasu.me/developers","mcp":"https://vikranthreddimasu.me/mcp"}}