Kevin Antony

Software Engineer

Kochi, Kerala, India3 yrs 5 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in AI and machine learning with a focus on diffusion models.
Proven track record in product management and analytics.
Strong background in backend development and cloud technologies.

Stackforce AI infers this person is a Backend-heavy AI Engineer specializing in SaaS and Fintech solutions.

Contact

kevinantony.work@gmail.com LinkedIn

Skills

Core Skills

Backend DevelopmentAi EngineeringMachine Learning EngineeringAi ArchitectureMachine LearningProduct ManagementData AnalyticsSoftware EngineeringAi DevelopmentMarket Analysis

Other Skills

A/B TestingAPI DevelopmentARIMAAgile MethodologiesAlgorithmsAmazon Web Services (AWS)AndroidAndroid DevelopmentArtificial Intelligence (AI)Asset ManagementBigQueryBitbucketBlockchainBusiness AnalysisC (Programming Language)

About

Product buff, Software Developer & AI Engineer specializing in diffusion models (AI Image and Video). Email: kevinantony.work@gmail.com Github: github.com/kevnantony Portfolio: kevnantony.github.io X: x.com/kevnantony

Experience

3 yrs 5 mos

Total Experience

1 yr 1 mo

Average Tenure

1 yr 5 mos

Current Experience

Impel intelligence inc.

Software Engineer – Backend & AI

Jan 2025 – Present · 1 yr 5 mos · Remote

Worked with:
API Development: RESTful API design & implementation (OpenAPI)
Databases: MySQL (Cloud SQL, mysqldump), PostgreSQL (Supabase), Redis, Elasticsearch
Backend & Scripting: Python 3 (Requests, PyMySQL, SQLAlchemy, Scrapy, multiprocessing, APScheduler, pandas, NumPy)
Containerization & Orchestration: Docker, Docker Compose, Kubernetes (GKE)
Infrastructure: Google Compute Engine (GCE), Load Balancer (Ingress), Cloud Endpoints
SoTA LLMs

API DevelopmentMySQLPostgreSQLRedisElasticsearchPython 3+5

Pixlr: online ai photo editor | tips & tricks | inspiration

Machine Learning Engineer

Jan 2024 – Jan 2025 · 1 yr · 36 Robinson Road, #20-01 City House, Singapore 068877, SG

Generative Media Enterprise
AI Architect/Lead for “AI Designs” Tool - designs.ai/ai-design.
Worked extensively with Image/Text-to-Image Diffusion Models (Stable Diffusion, Flux, Imagen, etc.), Text-to-Video Models (Veo & Hunyuan), HF Diffusers, Transformers, LLMs, Loras, RAG, Inpainting, Controlnets, Speech-To-Text Models (MaLLaM & Whisper), FastAPI, PyPi, and Bitbucket.
Spearheaded R&D of AI tools in Pixlr.com from POC to commercialization.
Championed agile scrum methodology to enhance team communication and efficiency.

Image/Text-to-Image Diffusion ModelsText-to-Video ModelsTransformersFastAPIPyPiBitbucket+2

Brance

Product - Management, Analytics, R&D

Jan 2023 – Jan 2024 · 1 yr · New Delhi, Delhi, India · Hybrid

GenAI B2B SaaS Startup
Built and executed complex SQL queries tailored for ETL processes, with a specialization in RegEx queries.
Developed 15+ business intelligence dashboards for 10+ Clients using Google Cloud Platform tools including Looker Studio & BigQuery for real-time monitoring, improving data visibility by 30% and reducing reporting time by 40%.
Directed Product Operations, ensuring seamless daily functions crucial for bot operations, adhering strictly to SOPs for KD and DB creation, thereby optimizing product efficiency by 25%.
Led 5+ multifaceted research initiatives, including analyzing response times and conducting competitive benchmarking studies to evaluate product performance against competitors.
Designed conversational flow and spearheaded the technical development of 4+ features, driving innovation and user engagement.

SQLGoogle Cloud PlatformLooker StudioBigQueryProduct ManagementData Analytics

Ancrypto.io

Software Engineer (Founder’s Office)

Jan 2023 – Jan 2023 · 0 mo · Chandigarh, India · On-site

Fintech Startup (Focused on Product/AI/ML)
Developed a Generative AI assistant, used LangChain for proficient multi-document retrieval and question-answering. Integrated Chroma vector store, OpenAI embeddings, and employed the GPT-3.5-turbo language model to optimize document indexing, enhance similarity matching by 39%, and ensure seamless database persistence.
Engineered a Time-Series forecasting toolkit, bringing together an ensemble of LSTM, XGBoost, ARIMA, and Prophet models and utilized these models to forecast future prices of multiple cryptocurrencies, enhancing strategic decision-making and market analysis for users.

LangChainOpenAI embeddingsGPT-3.5-turboTime-Series forecastingLSTMXGBoost+4

Stealth

Product Manager

Jan 2023 – Jan 2023 · 0 mo · Dubai, United Arab Emirates · Remote

NGO Healthtech Startup
Executed thorough market research involving 200+ user surveys and 50+ industry reports to assess product-market fit (PMF), incorporating user needs and industry trends.
Collaborated with designers and developers to implement 15+ user-driven design improvements, resulting in a 26% increase in user satisfaction.
Formulated a strategic plan to gamify the app to increase user engagement 35% and retention by 20%.

Market ResearchUser SurveysUser-driven Design ImprovementsProduct ManagementMarket Analysis