Open to opportunities

Venkata Sai Surya Vidya Charan Bolem

@venkatasaisuryavidya

Message

AI/ML Engineer building 0→1 LLM, RAG, and agentic systems with strong MLOps and product execution.

India

Message

What I'm looking for

I’m looking for roles that let me build and ship AI systems end-to-end—LLMs, RAG, and agents—paired with strong MLOps. I value technical depth, strategic product thinking, and hands-on execution that creates measurable business impact.

I’m an AI/ML Engineer and Ex-Co-founder who builds 0→1 AI products with a generalist focus across LLMs, prompt engineering, RAG systems, and custom AI assistants, bots, and agents. I like roles that combine technical depth with strategic thinking and execution focus.

Most recently, I co-founded Byte and led technology strategy, shipping production-grade MLOps workflows with K8s/KServe, cloud-agnostic deployment across AWS/Azure/GCP, and sub-2-minute model deployment times. Previously at Contentstack, I delivered ML/NLP search and metadata pipelines with up to 95% retrieval accuracy, implemented GenAI features (Vault, RAG-as-a-Service, LLM-based entries), and automated AI content retrieval that processed 500k+ queries. I also built knowledge-graph triple extraction and demand/sales forecasting models (95% accuracy) through earlier consulting work.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer I

Contentstack

Oct 2024 - Apr 2026 (1 year 6 months)

Built an ML-based pipeline to automatically generate image metadata in the DAM system and improved ML/NLP-based search retrieval accuracy. Implemented GenAI capabilities including Vault, RAG-as-a-Service, and LLM-based content entries, and built automated AI content retrieval to handle customer queries at scale.

Machine Learning NLP DAM Systems Prompt Engineering RAG LLM LLM Based Content Entries Information Retrieval

Co-Founder

Byte Remote

Sep 2025 - Mar 2026 (6 months)

Founded Byte Remote and led technology strategy for a unified control plane for AI/ML infrastructure, taking the product from concept to MVP. Built MLOps and model-serving workflows using Kubernetes and KServe with cloud-agnostic deployment across AWS, Azure, and GCP.

MLOps Kubernetes KServe AI Model Deployment Monitoring AWS Azure GCP AKS GKE

AI/ML Engineer I

Createbytes

Jul 2024 - Oct 2024 (3 months)

Developed an NLP pipeline to generate knowledge graph triples from unstructured text using a domain-specific ontology. Designed a multi-step approach without LLM prompting and also used LLM prompting (Phi3, LLaMA 70B, Mixtral, Claude) to generate and optimize triples.

Knowledge Graphs Text Chunking Coreference Resolution Sentence Splitting LLM Prompts Optimization Phi 3 Mixtral Claude

Technology Consultant

Accenture

Jun 2023 - Jul 2023 (1 month)

Built and optimized machine learning models for sales prediction and demand forecasting. Implemented a GAN-based demand forecasting solution and developed statistical models to forecast marketing budgets from historical campaigns.

Machine Learning Sales Forecasting Forecasting Demand Forecasting Gan Statistical Modeling

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Delhi

Bachelor of Technology, Computer Science and Engineering

2020 - 2024

Grade: CGPA: 7.55/10

B.Tech in Computer Science and Engineering with a minor in Data Analytics and AI. Completed with CGPA 7.55/10 and coursework including Machine Learning, Deep Learning, NLP, AI, and Data Mining.