Product Manager & Machine Learning Engineer from NY.
Creative
Creative
Creative
Cute
Cute
Curious
Curious
Curious
Play Showreel
Play Showreel
Look what I've built!
Portfolio
Portfolio
I built them & they all loved it.
Brands
Brands
Hoberman Rockets
Book180
Aerodei
Sixfold
Closing Media
Hoberman Rockets
Book180
Aerodei
Sixfold
Closing Media
+
Products Launched
+
Products Launched
+
Products Launched
+
PRDs Written
+
PRDs Written
+
PRDs Written
+
Moodboards Created
+
Moodboards Created
+
Moodboards Created
k+
Lines Vibecoded
k+
Lines Vibecoded
k+
Lines Vibecoded
Numbers
What I do (and do really well)
Flex
Flex
Product Strategy & Roadmapping
PRDs, user stories, feature prioritization. Turn ideas into profitable products with Agile methodologies.
Market Research & Analysis
Product Requirements Documents
User Story Development
Feature Prioritization Matrix
Agile Sprint Planning
Stakeholder Alignment
Transform business ideas into executable product plans with clear timelines, priorities, and measurable outcomes using Agile Scrum, SDLC methodologies, and lean startup principles.
AI & Machine Learning Development
NumPy, Pandas, Scikit-learn. Smart products that solve real problems using Python and ML frameworks.
Data Analysis & Preprocessing
Machine Learning Model Development
Natural Language Processing
Computer Vision Solutions
Predictive Analytics
AI Integration & Deployment
Build intelligent products that solve real problems using cutting-edge ML frameworks and data-driven insights for measurable business impact.
Product Design & Prototyping
Figma, wireframes, user flows. From concept to high-fidelity prototypes with seamless UX/UI.
User Experience Research
Wireframing & User Flows
High-Fidelity Prototyping
Design System Creation
Usability Testing
Figma Implementation
Create user-centered designs from concept to high-fidelity prototypes using Figma, design systems, and UX research methodologies that balance aesthetic appeal with functional excellence.
MVP Development & Deployment
Cursor, Claude Code, vibecoding, technical documentation, UAT cycles. Concept to revenue in 30 days with proven frameworks.
Architecture Planning
Rapid Prototyping
AI-Assisted Development
User Acceptance Testing (UAT)
Performance Optimization
Launch Strategy
Rapidly build and launch minimum viable products using Cursor IDE, Claude Code, CI/CD pipelines, and modern deployment frameworks to validate ideas and generate revenue quickly.
Product Strategy & Roadmapping
PRDs, user stories, feature prioritization. Turn ideas into profitable products with Agile methodologies.
AI & Machine Learning Development
NumPy, Pandas, Scikit-learn. Smart products that solve real problems using Python and ML frameworks.
Product Design & Prototyping
Figma, wireframes, user flows. From concept to high-fidelity prototypes with seamless UX/UI.
MVP Development & Deployment
Cursor, Claude Code, vibecoding, technical documentation, UAT cycles. Concept to revenue in 30 days with proven frameworks.
Random Things That Define Me!
Human Side
Human Side
Coffee Catalyst
I'm that guy who orders single-origin beans online. My best code happens between cups 2 and 4.
Coffee Catalyst
I'm that guy who orders single-origin beans online. My best code happens between cups 2 and 4.
Coffee Catalyst
I'm that guy who orders single-origin beans online. My best code happens between cups 2 and 4.
Lens Life
I still shoot with my old Nikon D3300 and 35mm f1.8 prime. Sometimes I cheat with my Google Pixel 7.
Lens Life
I still shoot with my old Nikon D3300 and 35mm f1.8 prime. Sometimes I cheat with my Google Pixel 7.
Lens Life
I still shoot with my old Nikon D3300 and 35mm f1.8 prime. Sometimes I cheat with my Google Pixel 7.
Human First
I test every feature on my non-tech friends first. If they get confused, back to the drawing board.
Human First
I test every feature on my non-tech friends first. If they get confused, back to the drawing board.
Human First
I test every feature on my non-tech friends first. If they get confused, back to the drawing board.
Always Building
I have 12 half-finished side projects and zero regrets. Learning by doing, one repo at a time.
Always Building
I have 12 half-finished side projects and zero regrets. Learning by doing, one repo at a time.
Always Building
I have 12 half-finished side projects and zero regrets. Learning by doing, one repo at a time.
Fish Dad
Nano, my betta fish, sits on my desk while I work. First pet, surprisingly good at keeping me calm.
Fish Dad
Nano, my betta fish, sits on my desk while I work. First pet, surprisingly good at keeping me calm.
Fish Dad
Nano, my betta fish, sits on my desk while I work. First pet, surprisingly good at keeping me calm.
Speed Demon
I actually ship in 30 days because I hate overthinking. Done is better than perfect, but both is ideal.
Speed Demon
I actually ship in 30 days because I hate overthinking. Done is better than perfect, but both is ideal.
Speed Demon
I actually ship in 30 days because I hate overthinking. Done is better than perfect, but both is ideal.
Details Matter
I'll spend 2 hours fixing a 2-pixel misalignment. My friends thinks I'm crazy, my users love the result.
Details Matter
I'll spend 2 hours fixing a 2-pixel misalignment. My friends thinks I'm crazy, my users love the result.
Details Matter
I'll spend 2 hours fixing a 2-pixel misalignment. My friends thinks I'm crazy, my users love the result.
Real different (no cap)
Differences
Differences
Other Product Managers
"AI sounds too complicated"
"AI sounds too complicated"
"AI sounds too complicated"
Outsource everything technical
Outsource everything technical
Outsource everything technical
Read ML blogs, never code
Read ML blogs, never code
Read ML blogs, never code
Wait for engineering explanations
Wait for engineering explanations
Wait for engineering explanations
Stick to safe, boring solutions
Stick to safe, boring solutions
Stick to safe, boring solutions
Run away from Python
Run away from Python
Run away from Python
Live in Excel spreadsheets
Live in Excel spreadsheets
Live in Excel spreadsheets
Copy what competitors build
Copy what competitors build
Copy what competitors build
Hide behind jargon
Hide behind jargon
Hide behind jargon
Manage processes, not products
Manage processes, not products
Manage processes, not products
Me
Vibecode AI products from scratch
Vibecode AI products from scratch
Vibecode AI products from scratch
Write my own ML algorithms
Write my own ML algorithms
Write my own ML algorithms
Code in Python like I breathe
Code in Python like I breathe
Code in Python like I breathe
Explain tech to engineers
Explain tech to engineers
Explain tech to engineers
Ship bold, intelligent solutions
Ship bold, intelligent solutions
Ship bold, intelligent solutions
Debug models at 3 AM
Debug models at 3 AM
Debug models at 3 AM
Think in data, not spreadsheets
Think in data, not spreadsheets
Think in data, not spreadsheets
Build what markets need
Build what markets need
Build what markets need
Speak human AND machine
Speak human AND machine
Speak human AND machine
Create products, lead teams
Create products, lead teams
Create products, lead teams
They said it & I blushed!
Testimonials
Testimonials
Testimonials
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
Sarah Says...
"Updating our website with Manoj was a breeze! Loved his expertise and collaborative spirit. Can't wait for our next project together!"
Founder, book180
Walker Says...
"I had the pleasure of working with Manoj, and I cannot speak highly enough of his professionalism and dedication."
Founder, Partywave
Ronny Says...
"He's speedy with responses and open to edits. He attentively caters to our needs, balancing it with his expert advice. Love his approach!"
Founder, Auraben
Sanjeev Says...
"With Manoj, it's like teaming up with a friend who's equally invested in your business. His tech knowledge and understanding are truly commendable."
Founder, Terrahealth
Prabhakaran Says...
“Teaming up with Manoj was a game-changer! His knack for design, swift development, and unmatched dedication made our web revamp a smashing hit!"
Founder, HireHere
Natalie Says...
"Manoj's team is my go-to for web needs. Detailed proposals, clear communication, and top-notch results. They're a dream to work with!"
Principal, Sulimani Law Firm
No BS, just real answers.
FAQs
FAQs
FAQs
What's your current availability?
Graduating December 2025 from UB. Available for internships and part-time roles while finishing my MS in AI.
What type of role are you looking for?
Can you relocate for work?
What's your visa/work authorization status?
Do you prefer remote or in-person work?
What's your expected salary range?
When can you start?
What's your current availability?
Graduating December 2025 from UB. Available for internships and part-time roles while finishing my MS in AI.
What type of role are you looking for?
Can you relocate for work?
What's your visa/work authorization status?
Do you prefer remote or in-person work?
What's your expected salary range?
When can you start?
Most people follow straight lines. I said no thanks and drew circles, zigzags, and question marks.
Started as a Business Analyst, became a Product Designer because ugly interfaces hurt my soul, then founded an agency because I was convinced I could do it better.
Five years of chaos taught me something lowkey profound: every "mistake" was actually main character development. Now I understand my main quest: building products that actually think.
So I yeeted myself to Buffalo for my MS at UB and now I code AI that learns, design experiences that adapt, and ship solutions that don't suck.
The messy journey wasn't a bug - it was literally the feature.
About me
Most people follow straight lines. I said no thanks and drew circles, zigzags, and question marks.
Started as a Business Analyst, became a Product Designer because ugly interfaces hurt my soul, then founded an agency because I was convinced I could do it better.
Five years of chaos taught me something lowkey profound: every "mistake" was actually main character development. Now I understand my main quest: building products that actually think.
So I yeeted myself to Buffalo for my MS at UB and now I code AI that learns, design experiences that adapt, and ship solutions that don't suck.
The messy journey wasn't a bug - it was literally the feature.
About me
