{"name":"Vikranth Reddimasu","role":"AI Engineer","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","summary":"AI Engineer and M.S. Data Science graduate from the University of Maryland, College Park. Builds agentic AI systems end-to-end — prompts, routing, backends, and user interfaces — usually solo. Most interested in teams building user-facing AI products.","education":[{"degree":"M.S. in Data Science","institution":"University of Maryland, College Park","gpa":3.85,"period":"Aug 2024 — May 2026","coursework":["Deep Learning","Advanced Machine Learning","Natural Language Processing","Big Data Systems","Principles of Machine Learning"]},{"degree":"B.Tech in Artificial Intelligence & Data Science","institution":"VVIT (Vasireddy Venkatadri Institute of Technology), Guntur, India","gpa":3.6,"period":"2020 — 2024","coursework":["Probability & Statistics","Machine Learning","Big Data Analytics","Design & Analysis of Algorithms","Data Structures","AI Tools & Techniques","Automata Theory","Operating Systems"]}],"experience":[{"company":"Zero Sols","role":"Founder","period":"Aug 2023 — Jul 2024","location":"India","bullets":["Founded and ran a software studio through college, growing it to a team of 6. Set the vision and 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","period":"Dec 2022 — Mar 2023","location":"Hyderabad, India","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."]}],"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"],"Frameworks":["LangGraph","LangChain","LlamaIndex","OpenHands-SDK","Goose","PyTorch","TensorFlow","FastAPI","React","Next.js","Pydantic","WebSockets"],"Languages":["Python","SQL","R","TypeScript","Bash"],"Databases & Cloud":["PostgreSQL","ChromaDB","PGVector","Docker","CI/CD","GitHub Actions","HuggingFace Spaces","OpenRouter"]},"projects":[{"title":"Arya: Beating the OfficeQA Benchmark","slug":"arya","description":"Set the OfficeQA accuracy record (72.0%) 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"},{"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"},{"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"},{"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"},{"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"},{"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"},{"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"},{"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"}],"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":"Founded a startup providing web development and UI/UX design services for local businesses and student organizations.","period":"2023 — 2024","tags":["Startup","Web Development","UI/UX","Entrepreneurship"],"url":"https://vikranthreddimasu.me/activities/zero-sols"}],"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","Founded Zero Sols, a web development, UI/UX, and brand identity startup"],"metadata":{"lastUpdated":"2026-08-27","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"}}