Babu lal Pancholi

Product Manager

Bhilwara, Rajasthan, India23 yrs 10 mos experience
Highly StableAI Enabled

Key Highlights

  • 19+ years of experience in software development and solution architecture.
  • Expert in building scalable, AI-driven systems across multiple industries.
  • Led architecture and development of 30+ enterprise applications.
Stackforce AI infers this person is a Solution Architect specializing in AI-driven systems across Healthcare, Fintech, and E-commerce.

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Skills

Core Skills

Solution ArchitectureEnd-to-end DeliveryAi/mlData VisualizationPredictive AnalyticsConversational AiFinancial Technology

Other Skills

3rd Party IntegrationsAI AgentsAIMLAPI GatewaysAWS LambdaAWS RedshiftAmazon AuroraAmazon EC2Amazon RedshiftAmazon Web Services (AWS)AngularApache KafkaApache SupersetBPMNClient Relations

About

Solution Architect | Startup expert | Python expert | AI/ML Innovator | Document Intelligence & Automation | Product & Project Leader | Certified Scrum Master With 19+ years of experience in software development, solution architecture, and product delivery, I specialize in building scalable, AI-driven systems across healthcare, telecom, sports, e-commerce, and CRM. My expertise spans Python (Flask, FastAPI, TensorFlow, openai), Java (Spring, J2EE), AI/ML (LLMs, Hugging Face, forecasting, anomaly detection), and cloud infrastructure (AWS, GCP, Azure, Docker, CI/CD). I’ve led the architecture and development of 30+ enterprise applications and intelligent platforms—ranging from EMR and RTLS systems to revenue cycle management solutions that automate claims, eligibility checks, prior auths, and coverage verification using machine learning. Also created Telecom solution for SMS / USSD based sports product and J2EE based customised E-commerce solution. I've built AI-on-the-edge products, LLM-based chatbots, and ML models for real-time stream processing. Core Skills: Solution Architecture & End-to-End Delivery Conversational AI & Document Automation Revenue Cycle & EMR System Development Scalable Infrastructure & Database Optimization API Integration, WebSockets, XMPP, OpenVPN Tools: Kafka, Apache Superset, OpenKM, PowerBI and many more As a Certified Scrum Master (Scrum Alliance), I’ve managed cross-functional teams of 30+ members, handled client engagement, infrastructure consulting, and full SDLC ownership. My hands-on experience includes mobile/web development, infrastructure maintenance, VPN/Kannel configuration, and automated deployment pipelines. Notable Projects: Designed system architecture for Centrak’s healthcare solutions, integrating Cetani EM, Core Connectors & Pulse. Built automated document processing systems using open-source tools and AI models for classification and extraction. Delivered AI-based forecasting and stream ML pipelines for predictive analytics across multiple sectors. Previously worked as a tech lead, app architect, product manager, and database admin across startups and enterprise projects for telecom and e-commerce domain. Additional 5 years of cross-industry experience including EdTech and consulting roles. Let’s connect if you're building intelligent platforms, AI/ML products, or need end-to-end architectural support to scale your digital solutions.

Experience

23 yrs 10 mos
Total Experience
3 yrs 10 mos
Average Tenure
1 yr
Current Experience

Innovatech technology solutions

Technical Manager

Jun 2025Present · 1 yr · Bhilwara, Rajasthan, India · Hybrid

  • Leading the architecture, development, and delivery of scalable BPM solutions using Python. Overseeing back-end development teams to streamline workflows, automate processes, and integrate enterprise systems. Driving best practices in agile development, code quality, and performance optimization.
Python (Programming Language)BPMNMicrosoft SQL ServerRedisapache dsFastAPI+3

Freelance

Freelance Software Engineer

May 2025Jun 2025 · 1 mo · Bhilwara, Rajasthan, India · Remote

  • Seasoned Solution Architect with 19+ years of experience designing and delivering scalable, AI-driven systems across diverse domains including healthcare, insurance, telecom, sports, logistics, and e-commerce. Expertise in Python, AI/ML (LLMs, Hugging Face, forecasting), Java (Spring, J2EE), and cloud platforms (AWS, GCP, Azure). Proven track record in leading full software development lifecycle (SDLC), from planning to deployment.

Dados analytics

Director of India Operations

Sep 2019May 2025 · 5 yrs 8 mos · Bhilwara, Rajasthan, India · Remote

  • Joined as first developer; built and deployed company’s initial successful product solo.
  • Led solution design, implementation, and team growth (30+ members).
  • Key Projects:
  • Claim Processing System
  • Designed and developed a comprehensive platform for eligibility verification, pre-authorization checks, and claims processing using Availity. Supported data entry, PDF/Excel uploads, and integration with third-party databases. Built using Python (Flask) and PostgreSQL.
  • RTLS Analytics Platform
  • Built a real-time analytics dashboard for monitoring network health and system utilization for a US-based healthcare RTLS provider. Utilized Python, Angular, WebSockets, AWS Redshift, and a customized Apache Superset for data visualization.
  • Predictive Analytics Engine
  • Developed a time-series forecasting tool integrating multiple data sources (Excel, CSV, Salesforce, and relational databases). Leveraged Python (scikit-learn, AutoTS, TensorFlow, Keras, Seaborn) and Angular to build an intuitive interface for forecasting and visualization.
  • Custom LLM-Based Chatbot Framework
  • Created a configurable chatbot platform powered by in-house LLM servers. Supported context extraction from websites, PDFs, Excel, and text files, with the ability to return embeddable JavaScript snippets. Stack included Python, Angular, LangChain, and Hugging Face models (Vicuna, Falcon, Airophin), deployed on GPU-based infrastructure.
  • Automated Trading Application
  • Engineered a PyQt5-based desktop application for automated trading based on candle chart patterns and market speed analysis. Tech stack: Python, Plotly, ECharts, PostgreSQL, WebSockets, Valkey, gRPC, and integrations with Rithmic, CQG, and IBKR platforms.
  • Managed AWS deployment with multi-region, clustered architecture.
  • Integrated Hugging Face models for LLM-based tasks using FastChat.
Python (Programming Language)AIMLClient RelationsLarge Language Models (LLM)API Gateways3rd Party Integrations+28

Quantsedge advisory

Senior Information Technology Consultant

Apr 2018Sep 2019 · 1 yr 5 mos · Gurgaon, Haryana, India

  • I managed internal and external client projects as Senior Information Technology Consultant. During this period I managed Native mobile applications and web application development using PHP.
  • Major Projects during this tenure are :
  • 1. Radio city mobile application for android and iPhone mobiles.
  • 2. Project management tool for company valuation
  • 3. An e-commerce product customization using woo-commerce.

Msr technologies pvt ltd

Senior IT consultant

Sep 2009Mar 2018 · 8 yrs 6 mos · Gurgaon, India

  • Working on Telecom domain, E-commerce /M-commerce & mobile application development:
  • Running different Telecom services for different telecom operators around the world. We running SMS, USSD, OBD & WAP services for these operators for millions subscriber per month.
  • Application and service development in J2EE (Spring, Struts, web services & JSP/Servlets), Integrated SMS/USSD gateway (Kannel) , WAP and OBD platforms.
  • Also managing the Android and iPhone application on different domains including E-Commerce, Sports, profiling apps and business app.
  • Also managing CRM development for mobile apps and other clients, Web servers, hosting of application, VPN connectivity, Linux, Mysql , Amazon EC2 server, Amazon S3 services, Payment gateway integration, FedEx shipping API and many more web services.
  • Current Responsibility
  • 1. Managing project/product and team using Jira.
  • 2. Control the complete application (Web , Android and iPhone) development life cycle from Requirement to Production using agile methodology.
  • 3. Web Frontend , Backend Module Architect and database Designing .
  • 4. Devising Strategy for new product development, product positioning and monetization.
  • 5. Data Analysis.
  • 6. Third party libraries integration.
  • 7. Repository Management.
  • 8. Code Reviews and Production deliveries.
  • 9. Client and vendor management
  • 10.33% involvement in development (during start / launch of the product and critical items)
  • 11. Agile methodoloy implemented.

Mascon global

Software Engineer

Jun 2007Nov 2009 · 2 yrs 5 mos · Gurgaon, India

  • Flex/Actionscript Development : Using MVC Cairngorm framework, BlazeDS
  • Java Developemt : Using Servlet , Hibernate
  • MYSQL DBA : Managing database of approx 200 tables & database server.
  • Server Admin : Managing all opensource server using in current application like JBoss 4.x, Linux servers, Wowza Media Server, BlazeDS, & other misc. tools for manage & monitor these servers

Itm, bhilwara

Computer Programmer

Jan 2004Jan 2007 · 3 yrs

  • managing the in house application for student and examination section. Alsomanaged multiple project labs for B.Tech students.

Jec, kukas

Tech. Asst.

Jan 2002Jan 2004 · 2 yrs

  • Managed different project labs for B.Tech students and managed Linux environment in the college.

Education

Birla Technical training Institute pilani

Engineering Diploma 3 years — Computer Science and Engineering

Jan 1995Jan 1998

DOEACC

PGDCA ('A' Level) — Computer Science

Jan 2001Jan 2004

Sewa Sadan Sr. Sec. Scholl, Bhilwara

Sr. Secondary — Science Maths

Jan 1994Jan 1995

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