Oct 2023 – Nov 2025 · 2 yrs 1 mo · United Kingdom · Remote

• Architected a high-performance AI voice calling agent that integrated STT, LLM processing, and TTS, achieving a market-leading end-to-end latency of 900ms.
• Engineered a production-scale hybrid RAG architecture combining Syntactic Search and Semantic Search on Qdrant vector DB across 3M+ documents
• Developed an automated video monitoring agent designed to observe live camera feeds and trigger real-time alerts for anomalous activities.
• Built a browser-based agent that executes complex user tasks directly from natural language prompts, using LangChain for orchestration

May 2022 – Oct 2023 · 1 yr 5 mos

• Directed the technical architecture of a full-scale video upload-stream pipeline, implementing chunking and resumable protocols to significantly accelerate upload speeds.
• Scaled backend infrastructure to support 8K+ requests per minute (RPM) using an Express and MongoDB API deployed on AWS Elastic Beanstalk, S3, and Route 53.
• Achieved a 500% improvement in database query times through comprehensive backend refactoring and the implementation of New Relic and AWS CloudWatch monitoring.
• Integrated a dynamic, usage-based billing system via Stripe by tracking real-time video stream bandwidth consumption.
• Mentored and led engineering teams through the transition from backend developer to Team Lead and ultimately Head of Engineering, overseeing the end-to-end product lifecycle.

May 2022 – May 2023 · 1 yr

Mar 2020 – May 2022 · 2 yrs 2 mos

Jul 2018 – Mar 2020 · 1 yr 8 mos · Bangalore

• Working in Mu-Sigma Innovation & Development Lab
• Took complete responsibility to build a web app integrated with voice control for in-house smart coffee shop using
• Worked on creating a PREY PRED Reinforcement Learning Bots using Tensor Flow and DQRN to showcase capabilities of Mu Sigma in Reinforcement Learning (Lab Demo)
• Worked on internal Analytical Tools, added new features and solved bugs using R and Shiny
• Shifted whole architecture of a tool including micro-services on Kubernetes and then later deployed it on AWS and Azure using AWS(EKS) and Azure(AKS) Service
• Helped different teams in creating Docker images, CI&CD pipelines and deploying them on Kubernetes
• Created an OpenStack Cluster using Packstack and tested various services like Magnum, Cinder, Cloud-init
• Built an application to scrape and classify the Reddit comments on a given subreddit based on specific Mu Sigma use case, using python and Scikit-learn

Sep 2016 – Aug 2017 · 11 mos · Sahibzada Ajit Singh Nagar, Punjab, India

Aug 2016 – Sep 2017 · 1 yr 1 mo · Chandigarh, Chandigarh, India

• Miodox is a E-notice board service provider app and free local classifieds . Miodox connects local people to buy, sell or exchange used books and services by making it fast ,easy and free for anyone to post a listing through their phone or on the web. It also provide E-noticeboard services to colleges ,schools and institutes at nominal cost

Dec 2015 – Mar 2017 · 1 yr 3 mos · Chandigarh Area, India

• Got funded by College and Secured 1st Position in Business Starters organised by Government of India.