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Deepankan Srivastava

@deepankansrivastava

AI Engineer specializing in LLMs, RAG, and scalable production MLOps solutions.

India
Message

What I'm looking for

I seek roles building production LLM and RAG systems with strong MLOps practices, collaborative teams, and opportunities to scale secure AI products.

I am an AI Engineer with 2+ years of hands-on experience building LLM-driven, agentic, and multimodal Retrieval-Augmented Generation systems for enterprise customers. I design and deploy scalable, secure AI platforms—ranging from Perplexity-style private RAG engines to voice-enabled Twilio agents—while focusing on performance, reliability, and cost-effective model routing.

My work includes architecting multimodal RAG with LangGraph, integrating Llama-family models with vector stores like Pinecone and Chroma, and productionizing pipelines on AWS and GCP. I have delivered concrete outcomes such as reducing manual scheduling by 40%, cutting query resolution time by 30%, and boosting legal-document review efficiency by 50%.

I combine deep technical skills (LangChain, embeddings, fine-tuning, PyTorch/TensorFlow) with strong MLOps and cloud deployment experience to move prototypes into production. I enjoy solving domain-specific retrieval problems, building robust APIs, and optimizing systems for large-scale, secure access to organizational knowledge.

Experience

Work history, roles, and key accomplishments

CI
Current

Software Engineer

Capital Numbers Infotech

Jan 2024 - Present (2 years 5 months)

Designed and implemented an enterprise-grade Perplexity-style AI platform and multimodal RAG systems, delivered voice-enabled phone agents that reduced manual scheduling by 40%, and built legal and medical AI tools that improved document analysis efficiency by up to 50%.

TL

Associate Software Developer

Tmotions Global Pvt. Ltd

Jan 2023 - Jan 2024 (1 year)

Integrated Llama2 with ChromaDB and deployed scalable AWS solutions, built high-performance QA systems that reduced query resolution time by 30%, and designed reusable APIs and data ingestion frameworks that cut manual data wrangling by 25%.

Education

Degrees, certifications, and relevant coursework

Scaler logoSC

Scaler

Professional Certificate, Data Science & Machine Learning

2022 -

Activities and societies: Won Scalerʼs Statistics Master Award (2022)

Enrolled in an intensive Data Science & Machine Learning program focused on practical ML, deep learning, and engineering for production-grade AI systems.

Lovely Professional University logoLU

Lovely Professional University

Bachelor of Computer Applications (Hons.), Computer Applications

2016 - 2019

Grade: 9.43 CGPA

Completed a Bachelor of Computer Applications (Hons.) with strong academic performance and received Honor Roll for Academic Excellence in 2018.

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