About Me

launched my career as a Founding Backend Engineer, architecting the digital backbone for an Ed-tech startup that scaled to 10,000 users in just three months.

Hungry for the accountability of massive scale, I pivoted into Data Engineering, where I built high-performance systems at Media.net, processing 3 billion rows of data and slashing latency by 50%.

Leveraging that technical grit, I helped build a SaaS tool from the ground up, scaling it from zero to $20,000 in monthly revenue.

Now, I’m at the frontier of the AI Domain, engineering agentic RAG layers and AI-native outreach funnels that empower the Real Estate industry to make data-driven decisions and close million-dollar deals at scale.

Experience

Anax Real Estate

April 2025 - Present
Founding Engineer Python Docker Next.js PostgreSQL
Remote, New York, USA
  • Agentic Wrapper Prompt Engineering RAG Agentic toolkits Gemini Grok LangChain Scale: Serving 100K real estate companies with a segmented AI knowledge base spanning millions of data points.

    Drove $100K+ revenue with agentic RAG automating data-driven broker decisions.

    • Architected the AI layers of the product from scratch so agentic AI could make data-driven decisions and support an AI-native product approach.
    • Introduced a RAG layer over more than 20,000 financial documents, streamlining the agentic workflow so brokers could make data-driven decisions with grounded retrieval.
  • Outreach Funnel SmartLead Amazon SES Playwright Puppeteer Scale: Outreach to 10K+ leads per month from a growing pool of 500K+ leads auto-ingested from real-world newsletters.

    Increased engagement roughly 10x, moving deal volume from about one per month to double digits.

    • Built an outreach funnel that lifted deal flow to roughly 10x per month from quality leads through niche AI-powered outreach and filtered deal targeting.
    • Redesigned context engineering for the data enrichment pipeline to improve lead quality before downstream outreach.
  • Lead Management System Data Modeling ETL PostgreSQL Redis BullMQ Scale: 10+ brokers managing 1,000+ deals and $100K+ in revenue across 20K+ properties.

    Gamification attracts strong brokers and supports higher revenue.

    • Shipped the Broker Velocity Engine to gamify the broker experience—more output in less time, more deals with AI assistance, and fewer repetitive tasks.

MEDIA.NET (Directi)

October 2021 - March 2026
Data Application Developer 2 Scala Java SQL Spark Kafka PySpark HDFS
Remote, India
  • DANTE (Data Anomaly Tracker) Scala Spark Hive Scale: Compared nearly 3 billion and 200 million rows in 30 minutes.
    • Conceptualized our first configurable data quality tools, which fortified data integrity and optimized parallel data reading, leading to a 60% reduction in processing time for >100GB workloads.
    • EQ Tracer: A tool to monitor summative metric trends across configurable hierarchies with dynamic alerting mechanisms to filter out noise data, ensuring accurate insights.
    • Ratio Tracer: A tool for outlier detection using customizable percentile thresholds, enabling the proactive identification and mitigation of anomalies.
    • PM Tracer: A logging and monitoring tool that aggregates data from multiple sources, providing detailed coverage and mismatch analysis for enhanced data quality and system reliability.
  • StopLoss System Java Structured Streaming Batch Processing Scale: Ingesting 50k records per second from Kafka and processing in 5-minute buckets.
    • Migrated Spark Streaming to Structured Streaming, achieving a 50% reduction in latency and stronger error handling with exactly-once semantics that stabilized the data audit pipeline.
    • Implemented A/B testing to understand traffic patterns and loss thresholds per entity, driving a 15% reduction in overall losses and supporting R&D with measurable profitability gains.

DEVSNEST

October 2020 - October 2021
Backend Engineer Ruby on Rails Python Redis Amazon SQS
Remote, India
  • Discord Automation and Notification System Ruby on Rails Python Amazon SQS Scale: Sending 2k messages per day. Reaching 10k users in 3 months.
    • Pioneered automation for group moderation on Discord through the web app, unlocking peer learning while reducing moderation overhead and lifting engagement.

Projects & Products

Tech Prufer - AI Job Portal

Founder January 2026 - Present
Job Portal Platform
Python Next.js PostgreSQL
  • Built a tech-focused job portal that connects candidates with strong opportunities.
  • Added automated job scraping so the platform surfaces fresh roles from employers such as Amazon, Google, and Atlassian.
  • Started as a personal project to track hiring trends in real time and aggregate the latest jobs from the web.

Equal Collective - Sellers Helper

Founding Engineer January 2024 - December 2025
Lead Outreach Funnel
SmartLead Metabase

Scaled from 0 to 20K+ monthly revenue with efficient lead outreach

  • Led the product from scratch to a self-sustaining state that generates leads and revenue.
  • Developed an outreach funnel that increased engagement and revenue using AI-powered outreach with analytics.
Sellers Automation

Serving 30K+ sellers with AI-powered content creation and quality control

  • Introduced a seller content classification system to automate content creation and quality control.
Amazon Scraping Integration

Serving 30K+ products—richer data improved seller reachability

  • Bypassed Amazon scraping defenses to ingest reviews, content, and listing data at scale.

Resume & Website Generator

Developer 2020 - Present
Automated Resume & Portfolio System
LuaTeX LaTeX Jekyll Ruby Lua JSON
  • Built an automated system that generates multiple resume variants and a portfolio website from JSON.
  • Implemented LuaTeX-based PDF generation with custom LaTeX templates for professional resumes.
  • Integrated the Jekyll static site generator to build and deploy the portfolio from the same data.
  • Eliminated manual resume updates—edit JSON once to regenerate all resume variants and the site.

Education

Cooch Behar Government Engineering College

Jun 2017 - May 2021
Bachelor of Computer Science and Engineering ; CGPA 8.8/10
West Bengal, India

Technical Skills

AI & Machine Learning

Agentic AI Multi-LLM Integration LLM Fine-Tuning Prompt Engineering Vector Databases RAG

Languages

Python JavaScript Scala Java SQL PostgreSQL MySQL Ruby C++

Backend & Frameworks

Node.js Ruby on Rails Next.js Express REST APIs Microservices

Cloud & DevOps

AWS EC2 EMR SQS Azure Docker Jenkins Git Nginx Redis

Databases & Data Engineering

PostgreSQL MySQL Spark Kafka Structured Streaming HDFS Hive PySpark ETL Data Modeling

Analytics & Monitoring

Metabase Data Pipelines A/B Testing Performance Monitoring Real-time Analytics

Software Engineering

Design Patterns OOP Distributed Systems System Architecture Algorithms