Founding product
Get Interview Reps · Founder & Engineer
A real-time voice AI interview coach designed, built, and shipped solo.
<300msp99 voice latency
90%eval consistency
- Voice AI agents
- LLMs
- RAG
- Evals
- MCP
- Next.js
- TypeScript
- AWS
About me
Available for opportunitiesI work where practical engineering meets open questions in intelligent systems.
I take products from data to deployment: building resilient pipelines and intelligent data platforms, turning them into useful AI and full-stack experiences, and running them reliably in the cloud. My work brings together large-scale analytics, retrieval systems, real-time agents, and production software that moves from an idea to something people can use.
I’m interested in agentic AI, safety, reliable tool use, context and memory, and the systems that make advanced models useful in the real world.
Now
AI & Full-Stack Engineer
Focus
Agents · Safety · Systems
Education
Northeastern University
Sep 2023 – May 2025
Master of Science in Information SystemsGPA 3.8/4.0
Boston, MA
Concentration: AI/ML and Full-Stack Software Engineering
Coursework: Application Engineering & Development, Program Structure & Algorithms, Parallel Machine Learning & AI, Big Data Systems & Intelligent Analytics, Neural Modeling Methods and Tools, Data Science Engineering Methods & Tools, Advanced Data Sciences and Architecture, Natural Language Engineering Methods & Tools
Teaching Assistant · Sep 2024 – Dec 2024
INFO 5100: Application Engineering and Development with Dr. Khaled Bugrara
Lovely Professional University
Aug 2017 – Jun 2021
Bachelor of Technology in Mechanical Engineering
Punjab, India
Coursework: Computer Programming I & II, Mathematics for Engineers, Differential Equations & Vector Calculus, Numerical & Statistical Methods, Computing Systems & Technologies
Professional Experience
AI Full Stack Developer
CurrentJun 2026 – Present
Kat Tech Systems · United States
Building AI agents and a full-stack platform that automate DevOps and operational workflows.
- fewer support requests
- 40%
- saved for engineering
- 10 hrs/wk
- LangGraph ReAct agent for CI/CD troubleshooting and AWS infrastructure queries.
- FastAPI + React platform orchestrating operational workflows end to end.
- LangSmith tracing and LLM-as-a-judge evals for regression testing and prompt tuning.
- Terraform-provisioned AWS with Dockerized services on ECS Fargate and GitHub Actions CI/CD.
- LangGraph
- LangSmith
- FastAPI
- React
- Terraform
- ECS Fargate
- Docker
Full Stack Developer, AI
Aug 2025 – Jun 2026
Saayam For All · United States
Built conversational BI, vector matching, and data pipelines for a nonprofit platform.
- query accuracy
- 70→100%
- better retrieval precision
- 80%
- faster processing
- 65%
- Conversational BI web app with FastAPI and React, answering in under 3s.
- LangGraph + AWS Bedrock agent with a custom MCP server over a dbt/MetricFlow semantic layer in Snowflake.
- OpenSearch vector matching with LLM re-ranking, served via FastAPI under 800ms.
- Airflow ETL with Lambda, EventBridge, and Glue PySpark moving 2 TB+ into Redshift.
- LangGraph
- AWS Bedrock
- MCP
- dbt
- Snowflake
- OpenSearch
- Airflow
- Redshift
Software Engineer, ML & Big Data
Jul 2021 – Aug 2023
Pearce Services · Client: AT&T · India
Owned production data platforms serving business teams across 20+ AT&T regions.
- production pipelines
- 50+
- batch runtime
- 6h→30m
- lower compute cost
- 60%
- Airflow pipelines across 10+ sources for 100+ users with daily and near-real-time SLAs.
- Migrated Salesforce-to-Redshift loads to serverless Glue + S3 with CDC and SCD Type 2.
- Kafka + EMR ingestion of 4M+ daily network records for downstream ML, 40% lower latency.
- Tableau self-service dashboards on Redshift; code reviews and PySpark mentoring in a 12-person team.
- PySpark
- Kafka
- AWS EMR
- AWS Glue
- Airflow
- Redshift
- Tableau
Technical Skills
- Data Engineering & AnalyticsPipelines, warehousing, and governed metrics
- SQL
- Apache Airflow
- PySpark
- Apache Kafka
- dbt
- MetricFlow
- Snowflake
- Redshift
- AWS Glue
- Tableau
- Power BI
- Streamlit
- Jupyter
- AI & Machine LearningModels, retrieval, and evaluation
- PyTorch
- Scikit-learn
- Fine-Tuning (LoRA)
- RAG
- Prompt Engineering
- OpenAI / Anthropic APIs
- AWS Bedrock
- LangSmith
- Agentic SystemsTool-using agents and orchestration
- LangChain
- LangGraph
- MCP
- n8n
- ReAct Agents
- LLM-as-a-Judge Evals
- Full Stack & BackendAPIs, interfaces, and testing
- Python
- TypeScript
- React
- Redux
- Next.js
- Vite
- FastAPI
- Node.js
- PostgreSQL
- Pytest
- Shell Scripting
- Cloud, DevOps & Vector DBsInfrastructure, delivery, and search
- AWS
- GCP
- Lambda
- ECS Fargate
- EventBridge
- Docker
- Terraform
- CI/CD
- GitHub Actions
- Git
- Pinecone
- OpenSearch
- PracticesHow I work
- Agile / Scrum
- Code Review
- System Design
- Observability
Projects
Fullstack Multimodal RAG System
An end-to-end multimodal RAG platform for turning dense financial publications into citation-backed answers and research reports.
Python
FastAPI
Streamlit
LangChain
+10 more
Intelligent Job Search Assistant and Analytics
A full-stack application that helps users find and track job applications with AI-powered natural language querying and analytics.
Airflow
Snowflake
AWS
FastAPI
+4 more
Multi-Agent and Multi-modal Research Assistant
An AI-powered research assistant that combines multiple agents to provide comprehensive research analysis from various sources.
Airflow
GCP
Pinecone
FastAPI
+4 more
Cloud-Based Web Application and IaC
A resilient web application deployed on GCP with infrastructure as code for consistent and automated deployments.
GCP
FastAPI
Cloud SQL
Terraform
+2 more
Graphtic BI — Agentic Conversational Analytics
A governed conversational BI product that turns natural-language questions into transparent, metric-layer answers with visible tool traces.
Python
FastAPI
LangGraph
MCP
+7 more
Olist E-commerce Analytics Engineering
An analytics engineering project that transforms Brazilian e-commerce data into a modeled warehouse and governed metrics layer.
Python
dbt
DuckDB
MetricFlow
+2 more
Certifications & Achievements
Professional certifications and recognition
Certifications
AWS Certified Solutions Architect – Associate
Amazon Web Services (AWS) • March 2025 - March 2028
Validation: 03309270f5f647a3b79911025a9b9c14
Frontend Developer (React)
HackerRank • Professional Certification
Rest API
HackerRank • Professional Certification
Software Engineer
HackerRank • Professional Certification
SQL (Advanced)
HackerRank • Professional Certification
Achievement
Recognition Award for Personal Accountability
Pearce Services Global Pvt.Ltd
Received for demonstrating exceptional ownership, rapid learning ability, and collaborative excellence during work tenure at Pearce Services Global Pvt.Ltd.
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I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.