I understand the problem.
I build the solution.
CORE CAPABILITIES
CUSTOMER TO CODECustomer Empathy & Field Discovery
100+ customer interviews and on-ground research across 10 manufacturing facilities to uncover workflows, operational bottlenecks, and user pain points.
Technical Product Execution
Translate product requirements into working solutions using Next.js, React, SQL, PostgreSQL, APIs, and cloud technologies while working closely with engineering teams.
AI Product & Workflow Design
Build and evaluate AI workflows using LLMs, Gemini API, RAG, prompt engineering, and automation to solve real operational problems.
Product Strategy & Problem Definition
Turn customer and market insights into product opportunities, requirements, priorities, and scalable solutions.
Cross-Functional Delivery
Coordinate founders, customers, engineers, developers, government stakeholders, and business teams to move initiatives from discovery through implementation.
Founder's Office & Creator
2025 – Present
MachineryFix
0→1 Launch in <60 Days | Google Page 1 in 30 Days | Active Field Operations
Built and launched machineryfix.in completely from scratch using Antigravity IDE and Claude Code—starting from product requirement analysis and competitor discovery through engineering, client acquisition, and live operations.
KEY ARCHITECTURE & DELIVERABLES:
- •Conducted 100+ field discovery calls across manufacturing facilities in AP & Telangana
- •Mapped user journeys for 3 key personas: Plant Owner, Factory Manager, Certified and Local Technician
- •Designed real-time booking and dispatch workflow, replacing slow manual WhatsApp coordination
- •Authored end-to-end product requirements (PRDs) and user story maps for engineering execution
- •Built an AI agent that automatically generates SEO-focused blogs, meta tags, and supporting content, helping the platform rank on Google Page 1 within 30 days
- •Architected an automated image-generation workflow using ComfyUI + Qwen3 8B, running locally through Docker on a dedicated workstation
- •Executed 0→1 rollout in under 60 days, connecting commercial clients with skilled technicians while continuously evolving based on user feedback
<60 Days (0→1)
Execution Speed
Page 1 in 30 Days
SEO Growth
ComfyUI + Qwen3 8B
AI Workstation
Enterprise LLM & RAG Translation Infrastructure for Government of AP
Co-Developer & AI Intern
2025
AP Govt AI Translation Platform
Saved 30–45 min/page | 5,000+ Term Domain Glossary | 20,000+ Orders/Year
Co-built an AI-powered translation platform for the Government of Andhra Pradesh to clear a massive backlog of 20,000+ annual government orders previously bottlenecked by fewer than 10 manual translators.
KEY ARCHITECTURE & DELIVERABLES:
- •Co-built an LLM-based translation workflow using Gemini API, Prompt Engineering, RAG, and a 5,000+ term domain glossary to ensure strict terminology consistency.
- •Solved a critical translator shortage (<10 translators for 20K+ annual orders), reducing per-page translation effort by 30–45 minutes (validated by the Translation Department Director) while preserving original DOCX layout structures.
- •Engineered key product features: glossary enforcement, on-page side-by-side editing, RBAC permissions, and translator feedback loops to fit existing administrative workflows.
- •Collaborated directly with AP Govt Translation, IT, and GAD (General Administration Department) teams; platform is currently in active private use by the state government.
30–45m / Page
Turnaround Saved
5,000+ Terms
Domain Glossary
20,000+ Orders
Annual Backlog
Creator & AI Engineer
2025
Customer Pulse Analyzer
Zero Token API Costs | Meta BART-large-MNLI | 1–5 Star Rating Mapping
Built an open-weights AI analytics platform that performs Aspect-Based Sentiment Analysis (ABSA) on unstructured customer feedback and maps sentiment into 1–5 star ratings.
KEY ARCHITECTURE & DELIVERABLES:
- •Integrated Meta’s zero-shot BART-large-MNLI transformer model directly into a Python runtime for multi-label classification, completely eliminating third-party LLM API dependencies.
- •Combined zero-shot NLI probabilities with dynamic confidence scoring to derive 1–5 star ratings and calculate relevance scores across user-defined parameters.
- •Built multi-industry aspect presets (Restaurants, Electronics, Hotels, Supermarkets, Books, Fashion), single-review interactive testing, batch CSV processing, and Plotly visual dashboards.
- •Designed a self-contained, serverless Streamlit architecture that runs inference locally without per-token API costs, third-party data leakage, or external service latency.
$0 (Open-Weights)
Per-Token API Cost
BART-large-MNLI
Transformer Model
1–5 Star ABSA
Rating Output
Creator & Hackathon Builder
2025
Smart Packaged Food Analyzer
24-Hour Prototype Build | WHO & FDA Guidelines | Groq Llama 3 Insights
Built an AI-assisted web application that scans packaged food barcodes and generates health scores (0–100) with personalized dietary recommendations.
KEY ARCHITECTURE & DELIVERABLES:
- •Developed a working prototype in under 24 hours during a hackathon, combining OpenCV + pyzbar for real-time barcode scanning.
- •Engineered a deterministic Python scoring engine (0–100) grounded in official WHO & FDA nutritional safety guidelines.
- •Integrated Groq’s Llama 3 to turn raw nutritional facts and ingredient lists into simple, consumer-friendly dietary recommendations.
- •Documented prototype trade-offs: identified scoring variance in technical ingredient aliases & INS/E-numbers to inform v2 database expansion.
<24 Hours
Prototype Sprint
WHO & FDA Rules
Scoring Engine
Groq Llama 3
AI Reasoning
Honored at TechBharat AI CoE
Presented and demonstrated the Enterprise AI Document Translation system to senior leaders from Google, AWS, Quantela, and AP State Government dignitaries. Awarded the official TechBharat AI CoE ceremony certificate for technical excellence and measured state operational impact.
RECOGNITION DETAILS
Location: TechBharat Center of Excellence — Visakhapatnam
Audience: Tech Executives, State Policy Officers, AI Leads
Certificate: TechBharat Certificate
Founder's Office Associate
MachineryFix | Hyderabad, IN | On-site
Led customer discovery and requirements gathering through 100+ calls and field observations with plant managers and technicians across 10 manufacturing facilities.
Designed and managed end-to-end service workflows for equipment repair requests, technician deployment, and breakdown restoration tracking.
Built custom web interfaces and backend services using Next.js, TypeScript, Supabase, and PostgreSQL to digitize machine booking, dispatching, and service history.
Coordinated cross-functional execution between non-technical plant teams and engineering leads to streamline service turnaround times.
Technical Developer & Consultant
Freelance | Hyderabad, Telangana
Partnered with business stakeholders to translate business goals into product requirements, scope technical deliverables, and launch custom web applications.
Developed responsive client platforms, integrated secure payment gateways, and built intuitive user workflows to drive digital conversion.
Managed product rollouts, client onboarding, and technical handoffs with comprehensive documentation and user training.
AI Intern (Center of Excellence)
TechBharat AI & AP Govt | Visakhapatnam, AP
Collaborated with AP Govt translation, IT, GAD (General Administration Department), and policy teams alongside Google, AWS, ParadigmIT, and Quantela to build automated AI document translation pipelines (English to Telugu).
Designed RAG-based translation workflows using Gemini API and Python, curating a 5,000+ domain term glossary to maintain legal and administrative precision.
Saved 30–45 minutes per page translation (validated by the Director of AP Translation Department vs. manual process) while preserving original layout structures in DOCX output format.
University Experience Analyst Intern
GITAM (Deemed to be University) | Visakhapatnam, AP
Served as Scrum Master, facilitating Agile ceremonies and coordinating sprint execution to maintain delivery timelines.
Transformed raw operational systems data into interactive executive dashboards to support university leadership decision-making.
Staffed physical helpdesk operations to collect user visit data, analyzing root causes to design digital resolution pathways.
Full-Stack Web Development Intern (Angular)
Infosys Springboard | Remote
Acted as Scrum Master and lead for a 4-member team, developing authentication pages, admin dashboards, and user data analytics pages.
Participated in Agile sprint planning, daily standups, and cross-functional team reviews to deliver web module prototypes.
Coordinated team workflows and completed user stories on schedule even when team members were absent.
B.Tech in Computer Science & Engineering
GITAM (Deemed to be University) | Visakhapatnam, AP
Core Coursework: Software Engineering, Data Structures & Algorithms, Database Systems, Artificial Intelligence, Web Architecture.
Leadership: Sponsorship Lead for Kalakrithi Cultural Fest (1,100+ participants) & Senior Member of Faces Theatre Club (20+ productions).
Mentorship: Peer-mentored friends and 10+ junior engineering students on full-stack web development, technical projects, and Git workflows.
Product Strategy & Discovery
100+ calls with industrial & field users
Comprehensive requirements & user story maps
RICE framework & MVP feature scoping
Success metrics & feedback loop tracking
Technical Architecture & AI
Gemini API, Neural Machine Translation, OCR
Next.js, React, Tailwind CSS, TypeScript
Python FastAPI, PostgreSQL, REST Architecture
Data structures, algorithms, system design
UX & Prototyping
Low/High-fidelity interactive UI wireframes
Persona mapping & multi-step workflow design
Side-by-side human feedback evaluation
Micro-interactions, stateful UI components
Execution & Agile Operations
Led 4-person sprint cadence & backlog grooming
Direct operational execution & partner alignment
National awards for pitch & public delivery
Product Management Specialization
PROFESSIONAL CERTIFICATION | IBM / Coursera Verified
IBM Product Manager Professional Certificate
Demonstrated mastery in Product Management required for entry-level PM roles—driving product strategy development and implementation, engaging stakeholders, and managing product lifecycles (including Agile) through hands-on project development, analysis, testing, and launches.
THEATRE & STAKEHOLDER PRESENTATION | IIT Kharagpur (IIT KGP)
National Mono Acting Finalist (Top 4)
Awarded 4th place out of hundreds of national contestants in mono acting at IIT Kharagpur, honing high-stakes presentation, emotional resonance, and audience empathy.
LARGE-SCALE OPERATIONS | GITAM University
Kalakrithi Cultural Fest Lead
Coordinated festival operations, vendor agreements, and sponsorships supporting 1,100+ participants across 20+ live events.
TEAM ENABLEMENT | GITAM Engineering
Peer Technical Enablement & Mentoring
Mentored peers and friends in full-stack web development, Git workflows, and technical project delivery to accelerate team enablement.
STAGE LEADERSHIP & EMPATHY
Empathy & Storytelling on Stage
Stage performance forces immediate feedback loops and deep audience empathy. Performing mono acting on national stages at IIT Kharagpur and participating in 20+ theatrical productions as a senior member of Faces Theatre Club honed my ability to understand user motives, communicate complex narratives, and present ideas to diverse stakeholders with clarity and conviction.
Faces Theatre Club Production
Live Stage Performance & Drama
RAPID PROTOTYPING & END-TO-END DEPLOYMENTS
Live web platforms and client builds executed during freelance engagements to validate conversion funnels and user workflows. Websites I made for clients by understanding their requirement and demo sites that can be adapted for different e-commerce sites.
JPS Trainers
Designed and built high-traffic ed-tech web platform for a 179K subscriber YouTube educator channel, featuring course catalogs and direct conversion paths.
Lantern Within
Designed and launched an empathetic digital wellness platform offering structured self-reflection tools, guided resource hubs, and client interaction flows.
Project Bali
Curated dark-mode real estate experience for high-net-worth villa booking and property investment inquiry funnels.
Myth Cocoa
Direct-to-consumer artisanal chocolate platform with seamless WhatsApp checkout integration and custom order flows.
Structured execution from discovery to production iteration.
Field Research & Friction Identification
Before writing requirements or code, I spend time in the field with users. 100+ contextual calls and observations ensure we solve validated problems.
DELIVERABLES:
PRD Writing & User Story Scoping
Translate ambiguous business goals into clear Product Requirement Documents (PRDs), explicit user stories, and acceptance criteria that align business & dev.
DELIVERABLES:
RICE Framework & Feature Trade-offs
Evaluate high-impact initiatives vs. engineering effort. Make hard calls on MVP scope to deliver max user value in minimal cycle time.
DELIVERABLES:
Technical Architecture & Prototyping
Leverage Computer Science foundation to build functional prototypes, test API contracts, and evaluate AI model latency & cost constraints.
DELIVERABLES:
Release Management & Onboarding
Coordinate deployment, train key stakeholders, ship release notes, and monitor early adoption to ensure zero operational disruption.
DELIVERABLES:
Telemetry Tracking & V2 Roadmap
Measure post-launch metrics, capture qualitative feedback from users, and prioritize continuous iterative enhancements.
DELIVERABLES:
Bridging technical depth with user-centric product strategy.
I am a B.Tech Computer Science graduate from GITAM University (graduated in August 2026) based in Hyderabad, India. I target Associate Product Manager (APM), Product Manager (PM), Technical Product Manager (TPM), and Founder's Office roles where I can combine hands-on user research with engineering execution.
From conducting 100+ field calls with factory workers for MachineryFix to co-building an AI translation system for the Government of Andhra Pradesh, I focus on turning complex user friction into structured product requirements, intuitive interfaces, and measurable business value.
PRIMARY LOCATION
Hyderabad, Telangana
EDUCATION & TIMELINE
B.Tech CSE (Graduated Aug 2026)
"Why should we build?"
Problem Validation & Value Strategy
"What should we build?"
Customer Discovery & Market Need
"How can we build it?"
CS Engineering & Architecture
"How do we build the right thing?"
High-Impact Product Execution
100+
Field Discovery Calls
Direct field research across 10 manufacturing facilities to diagnose operational bottlenecks & service workflows
30–45m
Saved per Document Page
Enterprise Gemini API & RAG workflow preserving DOCX layout for state policy notifications
1,100+
Event Participants Managed
Negotiated vendor agreements, partner sponsorships, and live operational execution for university fest
20+
Theatre Productions Led
Top 4 National Finalist in Mono Acting at IIT Kharagpur; led public speaking & live performance execution